Name: Deep Learning - Artificial Neural Networks with TensorFlow
Price: 82.99 GBP
Availability: InStock

<p>When you hear about <strong>journal therapy</strong> among all the other therapies, the question of what it is may pop into your head right away.</p> <p>It is <strong>writing down</strong> our thoughts and emotions regarding our personal experiences in a notebook for <strong>therapeutic purposes</strong>. We can sort through recent events and potential issues by engaging in this form of private introspection. Although the majority of people recognize the potential advantages of journaling or maintaining a diary, the Journal Therapy Course acts as alternative medicine and its goal is to provide you with something much more substantial than a how-to manual for diary writing. It seeks to convince you of the cathartic benefits of genuine journal therapy and equip you with the knowledge and skills necessary to form your therapeutic writing habit. It also attempts to point to coaches and counsellors who are eager to include journal therapy into their practices in the direction of the methods and frameworks that will work best.</p> <p>The Journal Therapy Course introduces you to the <strong>frameworks and techniques</strong> for journal therapy as well as the equipment and setting required for productive, therapeutic journaling. Before being introduced to some of the most well-liked and successful strategies used in therapeutic writing, you'll also be given some potent <strong>journaling prompts </strong>to get you started. These include making lists, writing letters, documenting events, creating biographical statements, having conversations, and sprinting.</p> <p><strong>Enrol </strong>in the Journal Therapy course to get a jump start on your career objectives!</p> <p><strong>Learning Outcome</strong></p> <p>When the course is over, you will:</p> <ul> <li>Recognize the therapeutic value of keeping a journal.</li><li>Have a variety of workouts and journaling prompts available</li><li>Know the many journaling methods available</li><li>Understand the benefit of diary therapy on a psychological, emotional, and physical level</li><li>Learn how to utilise a notebook to manage your stress, anxiety, and depression.</li><li>Possess the assurance and resources necessary to interpret dreams using a dream journal</li></ul> <p><strong>Why Prefer Us? </strong></p> <ul> <li>Opportunity to earn a certificate accredited by <strong>CPDQS.</strong></li><li><strong>Get a free student ID </strong>card!(£10 postal charge will be applicable for international delivery)</li><li>Innovative and Engaging Content.</li><li>Free Assessments</li><li>24/7 Tutor Support.</li></ul> <p>Take a step toward a brighter future!</p> <p><strong>*** Course Curriculum ***</strong></p> <p>Here is the curriculum breakdown of the Course</p> <ul> <li>Module 1: Introduction</li><li>Module 2: Writing to Heal</li><li>Module 3: Journal Therapy as a Treatment Method</li><li>Module 4: Foundations of Therapeutic Writing</li><li>Module 5: Structure of Journal Writing</li><li>Module 6: What People Need to Write</li><li>Module 7: The Six Windows Model</li><li>Module 08: Writing to Help You Take Control of Your Own Life</li><li>Module 09: Therapeutic vs Creative Journaling</li><li>Module 10: Journaling for a Better Career and Self</li></ul> <p><strong>Assessment Process</strong></p> <p>Once you have completed all the modules in the course, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        10 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                             <p>This course is suitable for -</p> <ul> <li>Students</li><li>Recent graduates</li><li>Job Seekers</li></ul> 
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                             <p>You will not need any prior background or expertise to enrol in this course.</p> 
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                             <p>People who want to succeed in both their personal and professional lives should enrol in our Journal Therapy course. <strong>Enrol</strong> in this Journal Therapy course to hear from thought leaders in the field and network with professionals all over the world.</p> 
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Certificate</h4>
        <p>
            Digital certificate -
            £10
        </p>
        <h4>CPD Accredited Certificate</h4>
        <p>
            Hard copy certificate -
            £29
        </p>
            <div> <p>If you are an <strong>international student,</strong> then you have to pay an additional <strong>10 GBP</strong> as an international delivery charge.</p> </div>

                        </div>

Academy for Health and Fitness

Journal Therapy - CPD Certified

General Admission

<p>Become a python programmer now at a minimal cost with endorsed certification. The Python course is endorsed by QLS with extra courses in a bundle.</p><p>It doesn't matter if you are a Python programmer or not, a data scientist or not, or even if you can write code or not. This course will guide you through all the necessary topics that are required to become a successful python programmer.</p><p>In today's world maybe you are seeing our courses in spite of the Artificial Intelligence existence and Python is the language that made it easier to write code for Machine Learning, Artificial Intelligence or Neural Networks. In the field of data science python is the tool mostly used.</p><p>If you look into our course contents, it's designed to walk you through basic to advanced topics. Topics that are required to become a python programmer to data science beginning stage. It's not over yet. There is some career guidance also for your future career path.</p><p>We're not leaving you after the guidance also. We'll be providing you with an assessment system that can assist you to judge your python skills.</p><p>Last but not least, the QLS (The Quality Endorsed Scheme) endorsed certificate will be awarded upon successful completion.</p><p>We're welcoming you to take our courses and experience our interactive quizzes, adaptive teaching videos, and personalised learning plans that make us different from other platforms.</p><p>Enrol now today.</p><p>This bundle package includes:</p><ul><li>Python Programming: Beginner To Expert - with endorsed certificate</li><li>5 additional CPD accredited courses -<br /><ol><li>Easy to Advanced Data Structures</li><li>Mastering SQL Programming</li><li>Java Programming: Beginners to Advanced</li><li>SAS Programming Basic to Advanced</li><li>Getting Started with Julia Programming</li></ol></li></ul><p><strong>Why People Enrol This Course from One Education:</strong></p><ul><li>Receive an Quality Licence Scheme-endorsed certificate upon successful completion</li><li>5 additional CPD accredited courses to enrich your knowledge and skills</li><li>Learning materials of our course contains engaging voiceover and visual elements for your comfort</li><li>Get 24/7 access to all course content for a full year</li><li>Complete the course at your own pace</li><li>Each of our students gets full tutor support on weekdays (Monday to Friday)</li><li>Efficient assessments and instant results upon completion of our course</li></ul><p>In this Python course journey will start from the very basics where you'll get the initial knowledge about python and its run time environments. After mastering the basic ideas our course will move on to the data types, iterations, conditional statements, basic data structures and algorithms and their understandings as well. Meanwhile, you're growing your capability to the next level and the course will pivot you to some advanced topics such as sets, tuples lists etc. This you'll recognise some advanced data structures, algorithms and Object Oriented concepts as well. And yes, a clear explanation will be the finishing touch. These data structures are often used in the field of Data Science, Artificial Intelligence and Machine Learning.</p><p>The course will end after providing you with some career suggestions. Please consider the below listings as our course contents and extra courses.</p><p><strong>Course Curriculum:</strong></p><p>Here is a curriculum breakdown of the Python Programming: Beginner To Expert:</p><p><strong>Module 01: Introduction to Python Programming from A-Z</strong></p><ul><li>Intro To Python Section Overview</li><li>What is Python Programming</li><li>Who is This Course For</li></ul><p><strong>Module 02: Getting Familiar with Python</strong></p><ul><li>Getting Familiar with Python Section Overview</li><li>Installing on Windows</li><li>Anaconda and Jupyter Notebooks Part 1</li><li>Anaconda and Jupyter Notebooks Part 2</li><li>Comments</li><li>Line Structure</li><li>Line Structure Exercise</li><li>Joining Lines</li><li>Multiple Statements on a Single Line</li><li>Indentation</li></ul><p><strong>Module 03: Basic Data Types</strong></p><ul><li>Basic Data Types Section Overview</li><li>String Overview</li><li>String Manipulation</li><li>String Indexing</li><li>String Slicing</li><li>Printing</li><li>Integers and Floats</li><li>Booleans</li><li>Mini Project 1 : Letter Counter</li></ul><p><strong>Module 04: Python Operators</strong></p><ul><li>Comparison Operators</li><li>Arithmetic Operators</li><li>Assignment Operators</li><li>Logical Operators</li><li>Identity Operators</li><li>Membership Operators</li><li>Bitwise Operators</li></ul><p><strong>Module 05: Advanced Data Types</strong></p><ul><li>Advanced Data Types Section Overview</li><li>Sets</li><li>List Overview</li><li>List Slicing and Indexing</li><li>Tuples</li><li>Dictionaries</li><li>When to use each one?</li><li>Compound Data Types</li></ul><p><strong>Module 06: Control Flow Part 1</strong></p><ul><li>Control Flow Part 1 Section Overview</li><li>Intro to Control Flow</li><li>Basic Conditional Statements</li><li>More Conditional Statements</li><li>For Loops</li><li>While Loops</li></ul><p><strong>Module 07: Control Flow Part 2</strong></p><ul><li>Control Flow Part 2 Section Overview</li><li>Break Statements</li><li>Continue Statements</li><li>Zip Function</li><li>Enumerate Function</li><li>List Comprehension</li></ul><p><strong>Module 08: Python Functions</strong></p><ul><li>Functions Section Overview</li><li>Intro to Functions</li><li>Defining Functions</li><li>Variable Scope</li><li>Doc Strings</li></ul><p><strong>Module 09: User Input and Error Handling</strong></p><ul><li>User Input and Error Handling Section Overview</li><li>Introduction to error handling</li><li>User Input</li><li>Syntax Errors</li><li>Exceptions</li><li>Handling Exceptions Part 1</li><li>Handling Exceptions Part 2</li></ul><p><strong>Module 10: Python Advanced Functions</strong></p><ul><li>Advanced Functions Section Overview</li><li>Lambda Functions</li><li>Functions args and kwargs</li><li>Iterators</li><li>Generators and Yield</li><li>Map Function</li><li>Filter Function</li></ul><p><strong>Module 11: Python Scripting and Libraries</strong></p><ul><li>Scripting and Libraries Section Overview</li><li>What is a script</li><li>What is an IDE</li><li>What is a text editor?</li><li>From Jupyter Notebook to VScode Part 1</li><li>From Jupyter Notebook to VScode Part 2</li><li>Importing Scripts</li><li>Standard Libraries</li><li>Third Party Libraries</li></ul><p><strong>Module 12: NumPy</strong></p><ul><li>NumPy Section Overview</li><li>Intro to NumPy</li><li>Why use NumPy?</li><li>NumPy Arrays</li><li>Reshaping, Accessing, and Modifying</li><li>Slicing and Copying</li><li>Inserting, Appending, and Deleting</li><li>Array Logical Indexing</li><li>Broadcasting</li></ul><p><strong>Module 13: Pandas</strong></p><ul><li>Intro to Pandas</li><li>Pandas Series</li><li>Pandas Series Manipulation</li><li>Pandas DataFrame</li><li>Pandas DataFrame Manipulation</li><li>Dealing with Missing Values</li></ul><p><strong>Module 14: Introduction to OOP</strong></p><ul><li>Functional vs OOP</li><li>OOP Key Definitions</li><li>Create your First Class</li><li>How to Create and Use Objects</li><li>How to Modify Attributes</li></ul><p><strong>Module 15: Advanced OOP</strong></p><ul><li>Decorators</li><li>Property Decorator</li><li>Class Method Decorator</li><li>Static Methods</li><li>Inheritance from A to Z</li></ul><p><strong>Module 16: Starting a Career in Python</strong></p><ul><li>Career Section Overview</li><li>Getting Started with Freelancing</li><li>Building A Brand</li><li>Personal Branding</li><li>Importance of Having Website/Blog</li><li>Do's and Don'ts of Networking</li><li>Top Freelance Websites</li><li>Creating A Developer Resume</li></ul><p><strong>Certificate of Achievement</strong></p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>After successfully completing the course, learners will get an endorsed certificate (included with the course) delivered right at their doorstep by post, without paying a single penny! Note that learners residing outside the UK have to pay a £10 postage charge.</p><p><strong>For Additional Courses</strong></p><p>For the additional Quality Licence Scheme endorsed certificates from the additional courses, you have to pay the fees based on the level of each course:</p><ul><li>No Level- £29</li><li>Level 1 - £29</li><li>Level 2 - £59</li><li>Level 3 - £69</li><li>Level 4 - £79</li><li>Level 5 - £99</li><li>Level 6 - £109</li><li>Level 7 - £119</li></ul><p><strong>CPD Accredited Certification from One Education</strong></p><p>After successfully completing the courses under this course, you will also qualify for CPD Accredited Certificates for each of the courses. Certification is available in PDF format, at the cost of £9, or a hard copy can be sent to you via post at £15.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        180 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Just want to start a programming career</li><li>Working with data science but wants to start a journey in python programming</li><li>Individuals who wants to build their career in the python programming industry</li><li>Individuals from any age and any occupations</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>There are no formal entry requirements for the course, with enrollment open to anyone!<strong> Anyone and everyone</strong> with a knack for learning can enrol this course without any hesitation.</p><p>Learn online from any internet device, including your computer, tablet or smartphone. Study when it suits you and complete the course at your own pace.</p><p>All students must have a passion for learning and literacy, as well as being over the age of 16.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Python is among the most famous programming languages. Widely used in different fields of the IT industry. Data science, AI, and ML are putting their footprint in every sector. So, individuals who are capable of python would be standing straight in front of these huge opportunities.</p>
                        </div>

One Education

Python Level 7 QLS Endorsed Course

<strong>In this course, you will be learning one of the widely used deep learning frameworks, that is, PyTorch, and learn the basics of convolutional neural networks in PyTorch. We will also cover the basics of Python and understand how to implement different Python libraries.</strong>
        <p>Note: The course is primarily focused on teaching PyTorch and deep learning for computer vision, but it also includes a few sections on the fundamentals of Python (Sections 8-12). These optional learning sections are designed for individuals who may be new to Python or who want to refresh their knowledge of Python basics.

In this course, we will take a step-by-step method by first grasping PyTorch's fundamentals. Then, using a guide to getting free GPU for learning, you will learn how to code in GPU. You will then learn about PyTorch's AutoGrad feature and how to use it. Later, you will learn how to use PyTorch to create deep learning models and understand the fundamentals of convolutional neural networks (CNN). You will also learn how to use CNN with a real-world dataset.

Additionally, the course will emphasize the fundamentals and lay the groundwork for an understanding of Python. We will also talk about the three significant Python libraries known as NumPy, Pandas, and Matplotlib. In this part of the course, we will also build a mini project where we will be building a hangman game in Python.

By the end of this course, we will be able to perform Computer Vision tasks with deep learning.

All the resources for this course are available at:  https://github.com/PacktPublishing/Deep-Learning---Computer-Vision-for-Beginners-Using-PyTorch</p>
        <h2>What You Will Learn</h2><p>Learn how to work with PyTorch<br>Build intuition on convolution operation on images<br>Implement gradient descent using AutoGrad<br>Learn about LeNet architecture<br>Create a mini-Python project game<br>Understand how to use NumPy, Pandas, and Matplotlib libraries</p>
        <h2>Audience</h2><p>Software developers, machine learning practitioners, data scientists, and anybody else interested in understanding PyTorch and deep learning should take this course. While a basic knowledge of Python would be beneficial, it is not a prerequisite as we will be covering the necessary fundamentals during the course.</p>
        <h2>Approach</h2><p>This is a step-by-step learning course where we will start with the basics and move toward real-world implementation. You will also learn the basics of Python programming and build a mini project to test our learning in the real world.</p>
        <h2>Key Features</h2><p>Learn how to perform Computer Vision tasks with deep learning * Learn to implement LeNet architecture on CIFAR10 dataset, which has 60,000 images * Build your programming foundation with Python</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Deep-Learning---Computer-Vision-for-Beginners-Using-PyTorch</p>
        <h2>About the Author</h2><h3>Manifold AI Learning</h3><p>Manifold AI Learning is an online academy with the goal to empower students with the knowledge and skills that can be directly applied to solving real-world problems in data science, machine learning, and artificial intelligence.

With a curated curriculum and a hands-on guide, you will always be an industry-ready professional.</p>
        <h2>Course Outline</h2><h4>1. Welcome Aboard</h4><p>Welcome to the course! This is a quick introductory section.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Course Introduction</p><p style='margin: 0'>In this video, we will have a quick course introduction.</p></td></tr><tr><td style='padding: 15px;'><p>2. Why Is PyTorch Powerful?</p><p style='margin: 0'>In this video, we will look at a quick demo and understand why PyTorch is powerful.</p></td></tr></tbody></table><br><h4>2. Introduction to PyTorch and Tensors</h4><p>In this section, we will get introduced to PyTorch and Tensors.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What Is PyTorch</p><p style='margin: 0'>In this video, we will get a brief introduction to PyTorch.</p></td></tr></tbody></table><br><h4>3. Diving into PyTorch</h4><p>In this section, we will dive into PyTorch and get in action.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Installing PyTorch</p><p style='margin: 0'>In this video, you will learn how to install PyTorch using Google Colab ipynb.</p></td></tr><tr><td style='padding: 15px;'><p>2. Create Tensors in PyTorch</p><p style='margin: 0'>In this video, you will learn how to create Tensors in PyTorch.</p></td></tr><tr><td style='padding: 15px;'><p>3. Tensor Slicing and Reshape</p><p style='margin: 0'>In this video, you will learn how to reshape and slice a Tensor.</p></td></tr><tr><td style='padding: 15px;'><p>4. Mathematical Operations on Tensors</p><p style='margin: 0'>In this video, let's see how we can perform mathematical operations on Tensors.</p></td></tr><tr><td style='padding: 15px;'><p>5. NumPy in PyTorch</p><p style='margin: 0'>In this video, you will learn how to convert a NumPy array in PyTorch.</p></td></tr><tr><td style='padding: 15px;'><p>6. What Is CUDA</p><p style='margin: 0'>In this video, we will first understand what CUDA is and then see it in action.</p></td></tr><tr><td style='padding: 15px;'><p>7. PyTorch on GPU</p><p style='margin: 0'>In this video, we will test the competition speed with GPU.</p></td></tr></tbody></table><br><h4>4. AutoGrad in PyTorch</h4><p>In this section, we will have a look at AutoGrad in PyTorch.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. AutoGrad in PyTorch</p><p style='margin: 0'>In this video, you will learn what is AutoGrad in PyTorch.</p></td></tr><tr><td style='padding: 15px;'><p>2. AutoGrad in a Loop</p><p style='margin: 0'>In this video, you will learn to implement the AutoGrad function in a loop.</p></td></tr></tbody></table><br><h4>5. Creating Deep Neural Networks in PyTorch</h4><p>In this section, we will be working on creating a deep neural network in PyTorch.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Building the First Neural Network</p><p style='margin: 0'>In this video, you will learn how to build your first neural network.</p></td></tr><tr><td style='padding: 15px;'><p>2. Writing a Deep Neural Network</p><p style='margin: 0'>In this video, you will learn how to write a deep neural network.</p></td></tr><tr><td style='padding: 15px;'><p>3. Writing a Custom NN Module</p><p style='margin: 0'>In this video, you will learn how to write a custom NN (Neural Network) module.</p></td></tr></tbody></table><br><h4>6. CNN in PyTorch</h4><p>In this section, you will learn how to implement a convolutional neural network in PyTorch.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Data Loading - CIFAR10</p><p style='margin: 0'>In this video, you will learn how to load our CIFAR10 dataset in PyTorch.</p></td></tr><tr><td style='padding: 15px;'><p>2. Data Visualization</p><p style='margin: 0'>In this video, you will learn how to visualize your data to understand it better.</p></td></tr><tr><td style='padding: 15px;'><p>3. CNN Recap</p><p style='margin: 0'>In this video, we will have a quick recap on the convolution operation.</p></td></tr><tr><td style='padding: 15px;'><p>4. First CNN</p><p style='margin: 0'>In this video, we will work on building our first convolution layer.</p></td></tr><tr><td style='padding: 15px;'><p>5. CNN Deep Layers</p><p style='margin: 0'>In this video, you will learn how to perform a series of convolution operations to the required output.</p></td></tr></tbody></table><br><h4>7. LeNet Architecture in PyTorch</h4><p>In this section, you will learn how to implement the LeNet architecture in PyTorch.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. LeNet Overview</p><p style='margin: 0'>In this video, let's first understand what LeNet architecture is.</p></td></tr><tr><td style='padding: 15px;'><p>2. LeNet Model in PyTorch</p><p style='margin: 0'>In this video, you will learn how to implement the LeNet model in PyTorch.</p></td></tr><tr><td style='padding: 15px;'><p>3. Preparation and Evaluation</p><p style='margin: 0'>In this video, you will learn how to train our LeNet model.</p></td></tr></tbody></table><br><h4>8. Optional Learning- Python Basics</h4><p>In this section, you will be learning the basics of Python.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Why Learn Any Programming Language</p><p style='margin: 0'>In this video, we will first understand why we should learn any programming language.</p></td></tr><tr><td style='padding: 15px;'><p>2. Why Choose Python</p><p style='margin: 0'>In this video, we will understand the benefits of Python.</p></td></tr><tr><td style='padding: 15px;'><p>3. Installing Jupyter Notebook</p><p style='margin: 0'>In this video, you will learn how to install Jupyter Notebook.</p></td></tr><tr><td style='padding: 15px;'><p>4. Jupyter Notebook - Tips and Tricks</p><p style='margin: 0'>In this video, you will learn some useful tips and tricks of working in Jupyter Notebook.</p></td></tr><tr><td style='padding: 15px;'><p>5. What We Will Cover in This Section</p><p style='margin: 0'>In this video, we will understand the learning objective of the Python basics section.</p></td></tr><tr><td style='padding: 15px;'><p>6. Variables in Python</p><p style='margin: 0'>In this video, you will learn about variables in Python.</p></td></tr><tr><td style='padding: 15px;'><p>7. Print Function</p><p style='margin: 0'>In this video, you will learn about the Print function.</p></td></tr><tr><td style='padding: 15px;'><p>8. Numerical Data Types and Arithmetic Operations in Python</p><p style='margin: 0'>In this video, you will learn about numerical data types and arithmetic operations in Python.</p></td></tr><tr><td style='padding: 15px;'><p>9. String Data Type</p><p style='margin: 0'>In this video, you will learn about the string data type.</p></td></tr><tr><td style='padding: 15px;'><p>10. Boolean Data Type</p><p style='margin: 0'>In this video, we will understand the Boolean data type.</p></td></tr><tr><td style='padding: 15px;'><p>11. Type Conversion and Type Casting</p><p style='margin: 0'>In this video, we will understand how to convert one data type to another data type.</p></td></tr><tr><td style='padding: 15px;'><p>12. Adding Comments in Python Programming Language</p><p style='margin: 0'>In this video, you will learn how to add comments to our programs.</p></td></tr><tr><td style='padding: 15px;'><p>13. Data Structures in Python</p><p style='margin: 0'>In this video, we will understand the data structures in Python.</p></td></tr><tr><td style='padding: 15px;'><p>14. Tuples and Sets in Python</p><p style='margin: 0'>In this video, you will learn about tuples and sets in Python.</p></td></tr><tr><td style='padding: 15px;'><p>15. Python Dictionaries</p><p style='margin: 0'>In this video, you will learn about Python dictionaries.</p></td></tr><tr><td style='padding: 15px;'><p>16. Conditional Statements in Python - if</p><p style='margin: 0'>In this video, you will learn about the "If" conditional statement and how to implement it.</p></td></tr><tr><td style='padding: 15px;'><p>17. Conditional Statements in Python - While</p><p style='margin: 0'>In this video, you will learn about the "While" conditional statement and how to implement it.</p></td></tr><tr><td style='padding: 15px;'><p>18. Inbuilt Functions in Python - range and input</p><p style='margin: 0'>In this video, you will learn two important inbuilt functions in Python, which are range and input functions.</p></td></tr><tr><td style='padding: 15px;'><p>19. For Loops</p><p style='margin: 0'>In this video, you will learn about for loops.</p></td></tr><tr><td style='padding: 15px;'><p>20. Functions in Python</p><p style='margin: 0'>In this video, you will learn about functions in Python.</p></td></tr><tr><td style='padding: 15px;'><p>21. Classes in Python</p><p style='margin: 0'>In this video, you will learn about classes in Python.</p></td></tr></tbody></table><br><h4>9. Optional Learning - Mini Project with Python Basics</h4><p>In this section, we will be working on a mini project where we will implement our learning from the Python basics section.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Mini Project - Hangman</p><p style='margin: 0'>In this video, we will get introduced to our mini project, which is called the Hangman.</p></td></tr><tr><td style='padding: 15px;'><p>2. Writing a Class</p><p style='margin: 0'>In this video, we will start writing the program for our classes and objects.</p></td></tr><tr><td style='padding: 15px;'><p>3. Mini Project - Continued</p><p style='margin: 0'>In this video, we will continue writing the program for our hangman game.</p></td></tr><tr><td style='padding: 15px;'><p>4. Logic Building</p><p style='margin: 0'>In this video, we will work on building the logic.</p></td></tr><tr><td style='padding: 15px;'><p>5. Logic for Single-Letter input</p><p style='margin: 0'>In this video, we will continue building the logic for single-letter input.</p></td></tr><tr><td style='padding: 15px;'><p>6. Final Testing</p><p style='margin: 0'>In this video, we will run our project and check whether our program runs as required.</p></td></tr></tbody></table><br><h4>10. Optional Learning - Python for Data Science with NumPy</h4><p>IN this section, we will understand how to work with the NumPy library.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. NumPy</p><p style='margin: 0'>In this video, we will first understand how to create arrays using NumPy library.</p></td></tr><tr><td style='padding: 15px;'><p>2. Resize and Reshape Arrays</p><p style='margin: 0'>In this video, you will learn how to resize and reshape an array.</p></td></tr><tr><td style='padding: 15px;'><p>3. Slicing</p><p style='margin: 0'>In this video, we will understand how to perform slicing on NumPy arrays.</p></td></tr><tr><td style='padding: 15px;'><p>4. Broadcasting</p><p style='margin: 0'>In this video, we will understand the concept of broadcasting.</p></td></tr><tr><td style='padding: 15px;'><p>5. Mathematical Operations and Functions in NumPy</p><p style='margin: 0'>In this video, we will understand the different mathematical operations and functions that we can perform on NumPy arrays.</p></td></tr></tbody></table><br><h4>11. Optional Learning - Python for Data Science with Pandas</h4><p>In this section, you will learn about Pandas.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Pandas Library</p><p style='margin: 0'>In this video, you will learn about the Pandas library.</p></td></tr><tr><td style='padding: 15px;'><p>2. Pandas Dataframe</p><p style='margin: 0'>In this video, you will learn about Pandas Dataframe.</p></td></tr><tr><td style='padding: 15px;'><p>3. Pandas Dataframe - Load from External File</p><p style='margin: 0'>In this video, you will learn how to load the data to our dataframe from an external file.</p></td></tr><tr><td style='padding: 15px;'><p>4. Working with Null Values</p><p style='margin: 0'>In this video, you will learn how to work with null values.</p></td></tr><tr><td style='padding: 15px;'><p>5. Slicing Pandas Dataframe</p><p style='margin: 0'>In this video, we will understand how we can return the required elements from our dataframe using the concept of slicing.</p></td></tr><tr><td style='padding: 15px;'><p>6. Imputation</p><p style='margin: 0'>In this video, we will understand how to perform imputation on our dataframe.</p></td></tr></tbody></table><br><h4>12. Optional Learning - Python for Data Science with Matplotlib</h4><p>In this section, we will talk about Matplotlib.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Matplotlib Introduction</p><p style='margin: 0'>In this video, we will get introduced to Matplotlib.</p></td></tr><tr><td style='padding: 15px;'><p>2. Format the Plot</p><p style='margin: 0'>In this video, you will learn how to format our Matplotlib plot.</p></td></tr><tr><td style='padding: 15px;'><p>3. Plot Formatting and Scatter Plot</p><p style='margin: 0'>In this video, we will cover plot formatting and scatter plot.</p></td></tr><tr><td style='padding: 15px;'><p>4. Histplot</p><p style='margin: 0'>In this video, you will learn how to create a Histplot.</p></td></tr></tbody></table>

Packt

Computer Vision

Python

Pandas

TensorFlow

In this course, you will be learning one of the widely used deep learning frameworks, that is, PyTorch, and learn the basics of convolutional neural networks in PyTorch. We will also cover the basics of Python and understand how to implement different Python libraries.

Deep Learning - Computer Vision for Beginners Using PyTorch

London

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who is this course for? </strong><br fr-original-style="" style="box-sizing: border-box;">The Diploma in Visual Effects for Film and Television Animation is tailored for individuals aspiring to work in the Visual Effects, TV, Film, and 3D animation industry. Gain essential skills necessary for a successful career in these fields.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><a href="https://www.autocadtraininglondon.co.uk/product-page/diploma-in-visual-effects-for-film" target="_blank" rel="noopener noreferrer" fr-original-style="" style="user-select: auto; font-size: var(--font-size); box-sizing: border-box; cursor: pointer; text-decoration: inherit;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Click here for more info: Website&nbsp;</strong></a></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Duration:&nbsp;</strong>120 hours of 1-on-1 Training.<br fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">When can I book:&nbsp;</strong>9 am - 4 pm (Choose your preferred day and time once a week). Monday to Saturday: 9 am - 7&nbsp;pm (Flexible timing with advance booking).&nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Course Overview for a 120-Hour Diploma Program in Game Design and Development</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Term 1: Introduction to Game Design and 3D Modeling (40 hours)</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 1: Introduction to Game Design (1 hour)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Understanding the game development industry and current trends</li>
<li fr-original-style="" style="box-sizing: border-box;">Exploring game mechanics and fundamental design principles</li>
<li fr-original-style="" style="box-sizing: border-box;">Introduction to the game engines and tools utilized in the program</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 2: 3D Modeling with 3ds Max (25 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Familiarization with 3ds Max and its user interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Mastering basic modeling techniques like box modeling and extrusion</li>
<li fr-original-style="" style="box-sizing: border-box;">Advanced modeling skills including subdivision and topology</li>
<li fr-original-style="" style="box-sizing: border-box;">Texturing and shading techniques tailored for game development</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 3: Character Design and Animation (10 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Introduction to character design and its developmental process</li>
<li fr-original-style="" style="box-sizing: border-box;">Creating and rigging characters specifically for games</li>
<li fr-original-style="" style="box-sizing: border-box;">Keyframe animation techniques for character movement</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Term 2: Game Development and Unity 3D (40 hours)</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 4: Unity 3D Basics (20 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Navigating Unity 3D and understanding its interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Grasping fundamental game development concepts within Unity</li>
<li fr-original-style="" style="box-sizing: border-box;">Creating game objects, writing scripts, and designing scenes</li>
<li fr-original-style="" style="box-sizing: border-box;">Introduction to scripting using C#</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 5: Advanced Game Development with Unity 3D (10 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Constructing game mechanics including UI, scoring, and game states</li>
<li fr-original-style="" style="box-sizing: border-box;">Working with physics and collision systems in Unity</li>
<li fr-original-style="" style="box-sizing: border-box;">Crafting intricate game environments and level designs</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 6: Game Assets with Photoshop (10 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Exploring Photoshop tools and features for game asset creation</li>
<li fr-original-style="" style="box-sizing: border-box;">Crafting game elements such as textures, sprites, and icons</li>
<li fr-original-style="" style="box-sizing: border-box;">Optimizing assets for seamless integration into game development</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Term 3: Advanced Game Design and Portfolio Development (40 hours)</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 7: Advanced Game Design (20 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Delving into advanced game design concepts like balancing and difficulty curves</li>
<li fr-original-style="" style="box-sizing: border-box;">Understanding player psychology and methods for engaging audiences</li>
<li fr-original-style="" style="box-sizing: border-box;">Implementing game analytics and user testing for refinement</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><em fr-original-style="" style="box-sizing: border-box;">Module 8: Portfolio Development (24 hours)</em></strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Building a comprehensive portfolio showcasing acquired skills</li>
<li fr-original-style="" style="box-sizing: border-box;">Effective presentation techniques for showcasing work</li>
<li fr-original-style="" style="box-sizing: border-box;">Establishing a professional online presence and networking strategies</li>
<li fr-original-style="" style="box-sizing: border-box;">Final Project: Creating and presenting a collection of best works in collaboration with tutors and fellow students</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Please note: </strong>Any missed sessions or absence without a 48-hour notice will result in session loss and a full class fee charge due to the personalized one-to-one nature of the sessions. Students can request pauses or extended breaks by providing written notice via email.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">What can you do after this course:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Software Proficiency:</strong> Master industry-standard design tools for architectural and interior projects.</li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Design Expertise:</strong> Develop a deep understanding of design principles and spatial concepts.</li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Visualization Skills:</strong> Acquire advanced 2D/3D rendering and virtual reality skills for realistic design representation.</li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Communication and Collaboration:</strong> Enhance communication skills and learn to collaborate effectively in design teams.</li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Problem-Solving:</strong> Develop creative problem-solving abilities for real-world design challenges.</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Jobs and Career Opportunities:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Architectural Visualizer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Interior Designer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">CAD Technician</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Virtual Reality Developer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">3D Modeler</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Project Coordinator</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Freelance Designer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Visualization Consultant</strong></li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Students can pursue these roles, applying their expertise in architectural and interior design across various professional opportunities.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course Expectations:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Maintain a dedicated notebook to compile your study notes.</li>
<li fr-original-style="" style="box-sizing: border-box;">Schedule makeup sessions for any missed coursework, subject to available time slots.</li>
<li fr-original-style="" style="box-sizing: border-box;">Keep meticulous notes and maintain a design folder to track your progress and nurture creative ideas.</li>
<li fr-original-style="" style="box-sizing: border-box;">Allocate specific time for independent practice and project work.</li>
<li fr-original-style="" style="box-sizing: border-box;">Attain certification from the esteemed professional design team.</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Post-Course Proficiencies:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Upon successful course completion, you will achieve the following:</p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Develop confidence in your software proficiency and a solid grasp of underlying principles.</li>
<li fr-original-style="" style="box-sizing: border-box;">Demonstrate the ability to produce top-tier visuals for architectural and interior design projects.</li>
<li fr-original-style="" style="box-sizing: border-box;">Feel well-prepared to pursue positions, armed with the assurance of your software expertise.</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Continued Support:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">We are pleased to offer lifetime, complimentary email and phone support to promptly assist you with any inquiries or challenges that may arise.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Software Accessibility:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Access to the required software is available through either downloading it from the developer&#39;s website or acquiring it at favorable student rates. It is important to note that student software should be exclusively utilized for non-commercial projects.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Payment Options:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">To accommodate your preferences, we provide a range of payment options, including internet bank transfers, credit cards, debit cards, and PayPal. Moreover, we offer installment plans tailored to the needs of our students.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course Type:</strong> Certification.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course Level:</strong> Basic to Advanced.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Time: </strong>09:00&nbsp;or 4 pm (You can choose your own day and time once a week) (Monday to Friday, 09 am to 7 pm, you can choose anytime by advance booking. Weekends can only be 3 to 4 hrs due to heavy demand on those days).</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Tutor:</strong> Industry Experts.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Total Hours:</strong> 120</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Price for Companies: </strong>&pound;3500.00 (With VAT = &pound;4200) For Companies.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Price for Students: </strong>&pound;3000.00 (With VAT = &pound;3600) For Students.</p>

ATL Autocad Training London

Design & Technology Courses (DT)

VFX Visual Effects

Video Design

3D Animation

3D & Animation

3D Design

Diploma in Visual Effects for Film and Television Animation

<strong>This video course gives you an insight into applied data science concepts using Python. With the help of interesting activities and hands-on coding exercises, you'll learn about data science, extended data analysis, linear and logistic regression, data visualization, k-means clustering, and decision trees.</strong>
        <p>There is an ever-increasing demand for storing different types of data in organizations. Be it a small or big organization, employers want to keep records of their employees, customers, accounts, feedback, and so on. However, maintaining such an enormous collection of data is not possible without the help of data science. This video course will help you to learn the important concepts and theories of applied data science that you need to know to store, manipulate, and visualize huge chunks of data.

The course starts with an introduction to applied data science and a tutorial on how to set up a Jupyter notebook. You'll then go on to understand linear regression using Boston data. As you advance, you'll discover data visualization techniques and explore time series and data evaluation. You'll also get to grips with extended data analysis with the help of a temperature analysis activity. Toward the end, you'll be introduced to k-means clustering and gain a solid understanding of decision trees.

By the end of this course, you'll be well-versed with applied data science concepts and be able to apply your skills in the real world.

All the codes and supporting files for this course will be available at- https://github.com/PacktPublishing/Projects-in-Data-Science</p>
        <h2>What You Will Learn</h2><p>Gain a solid understanding of applied data science<br>Get to grips with extended data analysis using an example data set<br>Find out how to perform linear and logistic regression<br>Become familiar with scattered and advanced scattered plot<br>Develop skills to plot time-series data<br>Explore k-means clustering and define centroids for clustering</p>
        <h2>Audience</h2><p>If you are a data science enthusiast who wants to develop your skills to effectively maintain your organization's data, then this video course is for you.</p>
        <h2>Approach</h2><p>Using detailed explanations, coding exercises, and activities, this video course helps you to get up and running with applied data science concepts.</p>
        <h2>Key Features</h2><p>Understand applied data science concepts with the help of engaging activities * Get to grips with data visualization, plotting, and clustering techniques * Discover how to make the best use of decision trees</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Projects-in-Data-Science</p>
        <h2>About the Author</h2><h3>Eduonix Learning Solutions</h3><p>Eduonix learning Solutions is a premier training and skill development organization which was started with a vision to bring world class training content, pedagogy and best learning practices to everyone's doorsteps . Eduonix aims to identify and provide the best learning and training environment. It identifies industry veterans and content creators around the globe and bring it to the global audience using number of intuitive platforms for easy and affordable access to quality content. Eduonix offers easy to understand online courses and workshops for everyday people. If you have ever wanted to learn a new skill, but don't want to attend four years of college to do it, we have a solution for you.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><br><h4>2. Extended Data Analysis</h4><p></p><br><h4>3. Regression</h4><p></p><br><h4>4. Data Visualization</h4><p></p><br><h4>5. Activity</h4><p></p><br><h4>6. Time Series</h4><p></p><br><h4>7. K-Means Clustering</h4><p></p><br><h4>8. Decision Tree</h4><p></p>

Data Science

Data Visualization

Data Analysis

This video course gives you an insight into applied data science concepts using Python. With the help of interesting activities and hands-on coding exercises, you'll learn about data science, extended data analysis, linear and logistic regression, data visualization, k-means clustering, and decision trees.

Projects in Data Science

<div>
	<h3><b>Description:</b></h3>
<p><span>Microsoft OneNote 2007 is a powerful tool that helps you to organize your projects and ideas</span><span>. This course is designed to provide a basic understanding of OneNote 2007. During this course, students will learn everything they need to know on how to create custom note books and pages to store all the details they work with every day. Students will also learn how to use the popular OneNote features including working with a graphics tablet, taking screen clippings, creating hyperlinks and much more. In this course students will  learn the necessary skills, knowledge and information of Microsoft One Note 2007. </span></p>
<h3><b>Who is this course for?</b></h3>
<ul>
<li><span>This course would be ideal for Microsoft Office users, students and office workers who want to learn about Microsoft one note 2007.</span></li>
<li><span>This course would be ideal for individuals who want to learn how to use the new features of this application.</span></li>
</ul>
<h3><b>Entry Requirement:</b></h3>
<ul>
<li><span>This course is available to all learners, of all academic backgrounds. </span></li>
<li><span>Learners should be aged 16 or over to undertake the qualification.</span></li>
<li><span>Good understanding of English language, numeracy and ICT are required to attend this course.</span></li>
</ul>
<h3><b>Assessment:  </b></h3>
<ul>
<li><span>At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful.</span></li>
<li><span>Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. </span></li>
</ul>
<h3><b>Certification: </b></h3>
<ul>
<li><span>After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. </span></li>
<li><span>PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days.</span></li>
</ul>
<h3><b>Why choose us?</b></h3>
<ul>
<li><span>Affordable, engaging &amp; high-quality e-learning study materials;</span></li>
<li><span>Tutorial videos/materials from the industry leading experts;</span></li>
<li><span>Study in a user-friendly, advanced online learning platform;</span></li>
<li><span>Efficient exam systems for the assessment and instant result; </span></li>
<li><span>The UK &amp; internationally recognized accredited qualification;</span></li>
<li><span>Access to course content on mobile, tablet or desktop from anywhere anytime;</span></li>
<li><span>The benefit of career advancement opportunities;</span></li>
<li><span>24/7 student support via email.</span></li>
</ul>
<h3><b>Career Path:</b></h3>
<p><span>The Microsoft One Note 2007 for Beginners will be very beneficial and helpful, especially to the following professionals:</span></p>
<ul>
<li>Event planner</li>
<li>Project manager</li>
<li>Real estate agent</li>
<li>Travel agent</li>
<li>Teacher</li>
<li>Lawyer</li>
</ul>
		</div><table width="100%">				<tbody><tr>
					<td colspan="4">Microsoft One Note 2007 for Beginners</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module One - Getting Started</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Two - Opening and Closing One Note</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Three - Your First Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Four - Basic Editing Tasks</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Five - Working with Pages</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Six - Adding Objects to Your Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Seven - Advanced One Note Objects</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Eight - Drawing in One Note</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Nine - Managing Notes</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Ten - Working with Notebooks</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Eleven - Adding the Finishing Touches</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Module Twelve - Wrapping Up</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Activities - Microsoft One Note 2007 for Beginners</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Certificate and Transcript</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Order Your Certificates and Transcripts</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
				</tbody></table>

John Academy

Microsoft MS-700

Office Skills & Productivity

Microsoft Onenote

Online Course Marketing

Microsoft Certification

Online Course Creation

Microsoft One Note 2007 for Beginners

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who is this course for? </strong><br fr-original-style="" style="box-sizing: border-box;">The Interior Design Visualization Professional Certificate is perfect for individuals aspiring to launch their interior design business. Learn essential skills in AutoCAD, SketchUp, Photoshop, InDesign, Vray, and 3ds Max.<br fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">If you prefer to book over the phone, simply call 02077202581.</strong><br fr-original-style="" style="box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"><a href="https://www.autocadtraininglondon.co.uk/product-page/interior-design-visualization-professional-certificate" target="_blank" rel="noopener noreferrer" fr-original-style="" style="user-select: auto; font-size: var(--font-size); box-sizing: border-box; cursor: pointer; text-decoration: inherit;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Click here for more info: Website</strong></a></p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Duration: </strong>120 hours. 1-on-1 Training.<br fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">When can I book:</strong>&nbsp;(Choose your preferred day and time once a week).<br fr-original-style="" style="box-sizing: border-box;">Monday to Saturday: 9 am - 7 pm (Flexible timing with advance booking).</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 1: Introduction to Interior Design Visualization (4 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Understanding the Significance of Visualization in Interior Design</li>
<li fr-original-style="" style="box-sizing: border-box;">Familiarity with Software Used: AutoCAD, 3ds Max, SketchUp, V-Ray, Photoshop, and InDesign</li>
<li fr-original-style="" style="box-sizing: border-box;">Workflow Overview and Best Practices for Interior Design Visualization</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 2: AutoCAD for Interior Design (16 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Basics of AutoCAD and Its Interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Utilizing Drawing and Editing Tools for Accurate Floor Plans and Elevations</li>
<li fr-original-style="" style="box-sizing: border-box;">Creating and Modifying 2D and 3D Objects</li>
<li fr-original-style="" style="box-sizing: border-box;">Application of Layers, Line Types, and Hatches for Clarity</li>
<li fr-original-style="" style="box-sizing: border-box;">Precision in Measurements and Annotations</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 3: 3ds Max for Interior Design (16 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Introduction to 3ds Max Interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Furniture, Fixtures, and Architectural Element Modeling Techniques</li>
<li fr-original-style="" style="box-sizing: border-box;">Material and Texture Application for Realism</li>
<li fr-original-style="" style="box-sizing: border-box;">Lighting Strategies for Interior Scenes</li>
<li fr-original-style="" style="box-sizing: border-box;">V-Ray Introduction for High-Quality Rendering</li>
<li fr-original-style="" style="box-sizing: border-box;">Scene Setup and Camera Placement for Effective Visualization</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 4: SketchUp for Interior Design (12 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Introduction to SketchUp and Its Interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Creating 3D Models of Interiors, Furniture, and Objects</li>
<li fr-original-style="" style="box-sizing: border-box;">Enhancing Visuals with Materials and Textures</li>
<li fr-original-style="" style="box-sizing: border-box;">Efficient Use of SketchUp Plugins and Extensions</li>
<li fr-original-style="" style="box-sizing: border-box;">Seamless File Exchange Between SketchUp and Other Software</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 5: V-Ray for Interior Design Rendering (12 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Principles of Photorealistic Rendering</li>
<li fr-original-style="" style="box-sizing: border-box;">Installation and Setup of V-Ray in 3ds Max and SketchUp</li>
<li fr-original-style="" style="box-sizing: border-box;">Configuring V-Ray Settings for Optimal Rendering</li>
<li fr-original-style="" style="box-sizing: border-box;">Advanced Material Application for Realistic Surfaces</li>
<li fr-original-style="" style="box-sizing: border-box;">Lighting Techniques for Atmosphere and Mood Creation</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 6: Photoshop for Interior Design Visualization (12 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Introduction to Photoshop Interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Image Enhancement: Color, Contrast, and Saturation Adjustments</li>
<li fr-original-style="" style="box-sizing: border-box;">Post-Processing Effects for a Polished Look</li>
<li fr-original-style="" style="box-sizing: border-box;">Integration of 2D Elements like Textures and Patterns</li>
<li fr-original-style="" style="box-sizing: border-box;">Creating Composite Images Using Multiple Render Passes</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 7: InDesign for Portfolio Presentation (8 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Introduction to InDesign Interface</li>
<li fr-original-style="" style="box-sizing: border-box;">Designing a Visually Appealing Portfolio Layout</li>
<li fr-original-style="" style="box-sizing: border-box;">Effective Organization and Presentation of Interior Design Visualizations</li>
<li fr-original-style="" style="box-sizing: border-box;">Integration of Images, Text, and Graphics for Cohesive Portfolios</li>
<li fr-original-style="" style="box-sizing: border-box;">Portfolio Export for Print and Digital Distribution</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Module 8: Project Work and Final Presentation (4 hours)</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Application of Learned Skills on a Comprehensive Interior Design Visualization Project</li>
<li fr-original-style="" style="box-sizing: border-box;">Refinement and Polish under Instructor&#39;s Guidance</li>
<li fr-original-style="" style="box-sizing: border-box;">Preparation and Delivery of Final Presentation Showcasing the Project</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Note: The course outline encompasses 80 instructional hours. The actual duration may vary based on class pace and additional practice and project work.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Final Project (With Full-Time Tutor Assistance):</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Students will develop and present their best work in a final presentation at the end of the course. Projects are to be submitted via email to training@realanimationworks.com, and timely submission is crucial to avoid delays or interruption of sessions.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Please be aware: Failure to attend a session or notify us of absence within 48 hours of the session time results in session loss and full class fee charges due to the personalized nature of the sessions. Students can request breaks or extended pauses by providing written notice through email.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Benifits and Jobs after this course:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Master Design Tools:</strong> Proficiency in AutoCAD, 3ds Max, SketchUp, V-Ray, Photoshop, and InDesign for interior design visualizations.</p>
</li>
<li fr-original-style="" style="box-sizing: border-box;">
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Advanced 3D Skills:</strong> Expertise in detailed 3D modeling, realistic rendering, and precise lighting techniques.</p>
</li>
<li fr-original-style="" style="box-sizing: border-box;">
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Portfolio Development:</strong> Create compelling portfolios using InDesign, blending images and text professionally.</p>
</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Career Opportunities:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Interior Visualization Specialist</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">3D Modeler</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Architectural Visualizer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Interior Design Consultant</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Digital Content Creator</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Freelance Interior Visualizer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Virtual Reality Designer</strong></li>
<li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Educator/Trainer</strong></li>
</ul><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Certificate Program in Interior Design Visualization:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Maintain a dedicated notebook for effective organization of study notes.</li>
<li fr-original-style="" style="box-sizing: border-box;">Schedule makeup sessions for missed coursework, subject to available time slots.</li>
<li fr-original-style="" style="box-sizing: border-box;">Keep detailed records and create a specialized design folder to monitor progress and nurture creative ideas.</li>
<li fr-original-style="" style="box-sizing: border-box;">Allocate focused time for self-guided practice and project work.</li>
<li fr-original-style="" style="box-sizing: border-box;">Receive certification from our esteemed professional design team upon successful completion of the program.</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Post-Program Achievements:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Upon completion of the certificate program, you will:</strong></p>

<ul fr-original-style="" style="box-sizing: border-box;">
<li fr-original-style="" style="box-sizing: border-box;">Gain confidence in software proficiency and a strong understanding of underlying principles.</li>
<li fr-original-style="" style="box-sizing: border-box;">Demonstrate the ability to create high-quality visual representations for architectural and interior design projects.</li>
<li fr-original-style="" style="box-sizing: border-box;">Feel well-prepared for career opportunities, backed by your software expertise.</li>
</ul>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Ongoing Support:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">We are pleased to offer lifelong complimentary email and phone support, ensuring swift assistance with any inquiries or challenges you may face.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Software Access:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Access to necessary software is available via download from the developer&#39;s website or at student-friendly rates. Please note that student software usage is limited to non-commercial projects.</p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Payment Flexibility:</strong></p>

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Choose from various payment options including internet bank transfers, credit cards, debit cards, and PayPal. Additionally, we offer installment plans tailored to our students&#39; needs.</p>

Interior Styling

Interior Design

Interior Decoration

Architectural Design

Interior Design Visualization Professional Certificate

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				<div>
			<h2>Overview
</h2>		</div>
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				<div>
				<div>
								<div>
					<p><span>This comprehensive course on <strong>Building Big Data Pipelines with PySpark MongoDB and Bokeh </strong></span><span>will deepen your understanding on this topic.</span></p><p><span>After successful completion of this course you can acquire the required skills in this sector. This <strong>Building Big Data Pipelines with PySpark MongoDB and Bokeh</strong></span><b> </b><span>comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market.   </span></p><p><span>So enrol in this course today to fast-track your career ladder.</span></p>					</div>
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			<h2>How will I get my certificate?</h2>		</div>
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					<p><span>You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate.</span></p>					</div>
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			<h2>Who is This course for?</h2>		</div>
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					<p><span>There is no experience or previous qualifications required for enrolment on this <strong>Building Big Data Pipelines with PySpark MongoDB and Bokeh</strong></span><span>. It is available to all students, of all academic backgrounds.</span></p>					</div>
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			<h2>Requirements</h2>		</div>
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					<p><span>Our <strong>Building Big Data Pipelines with PySpark MongoDB and Bokeh</strong></span><span> is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G.</span></p><p><span>There is no time limit for completing this course, it can be studied in your own time at your own pace.</span></p>					</div>
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			<h2>Career Path</h2>		</div>
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					<p><span>Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to-</span></p><ul><li><span>Open doors of opportunities</span></li><li><span>Increase your adaptability</span></li><li><span>Keep you relevant</span></li><li><span>Boost confidence</span></li></ul><p><span>And much more!</span></p>					</div>
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					</div> <h3>Course Curriculum</h3><div><p>7 sections • 25 lectures • 05:04:00 total length</p></div><div><div><div><div><div><div><div><p>•Introduction: 00:10:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Python Installation: 00:03:00</p></div><div><div><p>•Installing Third Party Libraries: 00:03:00</p></div><div><div><p>•Installing Apache Spark: 00:12:00</p></div><div><div><p>•Installing Java (Optional): 00:05:00</p></div><div><div><p>•Testing Apache Spark Installation: 00:06:00</p></div><div><div><p>•Installing MongoDB: 00:04:00</p></div><div><div><p>•Installing NoSQL Booster for MongoDB: 00:07:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Integrating PySpark with Jupyter Notebook: 00:05:00</p></div><div><div><p>•Data Extraction: 00:19:00</p></div><div><div><p>•Data Transformation: 00:15:00</p></div><div><div><p>•Loading Data into MongoDB: 00:13:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Data Pre-processing: 00:19:00</p></div><div><div><p>•Building the Predictive Model: 00:12:00</p></div><div><div><p>•Creating the Prediction Dataset: 00:08:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Loading the Data Sources from MongoDB: 00:17:00</p></div><div><div><p>•Creating a Map Plot: 00:33:00</p></div><div><div><p>•Creating a Bar Chart: 00:09:00</p></div><div><div><p>•Creating a Magnitude Plot: 00:15:00</p></div><div><div><p>•Creating a Grid Plot: 00:09:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Installing Visual Studio Code: 00:05:00</p></div><div><div><p>•Creating the PySpark ETL Script: 00:24:00</p></div><div><div><p>•Creating the Machine Learning Script: 00:30:00</p></div><div><div><p>•Creating the Dashboard Server: 00:21:00</p></div></div></div></div></div><div><div><div><div><div><div><p>•Source Code and Notebook: 00:00:00</p></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div>

Apex Learning

Data Engineering

Apache Spark

Professional Skills Course (PSC)

Data Skills

Building Big Data Pipelines with PySpark MongoDB and Bokeh

<strong>In this self-paced course, you will learn how to use TensorFlow 2 to build deep neural networks. You will learn the basics of machine learning, classification, and regression. We will also discuss the connection between artificial and biological neural networks and how that inspires our thinking in deep learning.</strong>
        <p>TensorFlow is the world's most popular library for deep learning, and it is built by Google. It is the library of choice for many companies doing AI and machine learning. So, if you want to do deep learning, you got to know TensorFlow.

In this course, you will learn how to use TensorFlow 2 to build deep neural networks. We will first start by learning the basics of machine learning, classification, and regression. Then in the next section, we will understand the connection between artificial neural networks and biological neural networks and how that inspires our thinking in the field of deep learning.

In the last two sections, you will learn about loss functions to understand mean squared error, binary cross entropy, and categorical cross entropy and gradient descent to understand stochastic gradient descent, momentum, variable and adaptive learning rates, and Adam optimization.

By the end of this course, we will have understood how to use TensorFlow for artificial neural networks in deep learning.</p>
        <h2>What You Will Learn</h2><p>Understand what machine learning is<br>Build linear models with TensorFlow 2<br>Learn how to build deep neural networks with TensorFlow 2<br>Learn how to perform image classification and regression with ANN<br>Learn loss functions such as mean-squared error and cross-entropy loss<br>Learn about stochastic gradient descent, momentum, and Adam optimization</p>
        <h2>Audience</h2><p>This course is designed for anyone interested in deep learning and machine learning, anyone who wants to implement deep neural networks in TensorFlow 2, or anyone interested in building a foundation for convolutional neural networks, recurrent neural networks, LSTMs (Long Short Term Memory), and transformers.<br><br>One must have decent Python programming skills and should be comfortable with data science libraries such as NumPy and Matplotlib.</p>
        <h2>Approach</h2><p>In this self-paced course, you will learn how to use TensorFlow 2 to build artificial neural networks. The course is well-balanced with theory that explains the ANN concepts and hands-on coding exercises for practical understanding.</p>
        <h2>Key Features</h2><p>Understand the utilization of TensorFlow 2 to construct artificial neural networks * The course covers the basics of machine learning, classification, and regression * Explore the connection between artificial neural networks and biological neural networks</p>
        
        <h2>About the Author</h2><h3>Lazy Programmer</h3><p>The Lazy Programmer, a distinguished online educator, boasts dual master's degrees in computer engineering and statistics, with a decade-long specialization in machine learning, pattern recognition, and deep learning, where he authored pioneering courses. His professional journey includes enhancing online advertising and digital media, notably increasing click-through rates and revenue. As a versatile full-stack software engineer, he excels in Python, Ruby on Rails, C++, and more. His expansive knowledge covers areas like bioinformatics and algorithmic trading, showcasing his diverse skill set. Dedicated to simplifying complex topics, he stands as a pivotal figure in online education, adeptly navigating students through the nuances of data science and AI.</p>
        <h2>Course Outline</h2><h4>1. Welcome</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>In this video, we will introduce the author and understand the course learning objective.</p></td></tr><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>In this video, we will introduce the author and understand the course learning objective.</p></td></tr><tr><td style='padding: 15px;'><p>2. Outline</p><p style='margin: 0'>In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course.</p></td></tr><tr><td style='padding: 15px;'><p>2. Outline</p><p style='margin: 0'>In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course.</p></td></tr></tbody></table><br><h4>2. Machine Learning and Neurons</h4><p>In this section, we will cover a crash course on machine learning and neurons. You will learn about classification and regression, and their TensorFlow implementations.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What Is Machine Learning?</p><p style='margin: 0'>In this video, we will understand what machine learning is and get a clear idea about ML (machine learning).</p></td></tr><tr><td style='padding: 15px;'><p>2. Code Preparation (Classification Theory)</p><p style='margin: 0'>In this video, we will take a crash course in linear classification for TensorFlow 2.0.</p></td></tr><tr><td style='padding: 15px;'><p>3. Classification Notebook</p><p style='margin: 0'>In this video, we will understand linear classification with the help of breast cancer dataset example.</p></td></tr><tr><td style='padding: 15px;'><p>4. Code Preparation (Regression Theory)</p><p style='margin: 0'>In this video, we will take a crash course in linear regression for TensorFlow 2.0.</p></td></tr><tr><td style='padding: 15px;'><p>5. Regression Notebook</p><p style='margin: 0'>In this video, we will understand linear regression by proving the Mosse law true.</p></td></tr><tr><td style='padding: 15px;'><p>6. The Neuron</p><p style='margin: 0'>In this video, we will understand the neuron.</p></td></tr><tr><td style='padding: 15px;'><p>7. How Does a Model 'Learn'?</p><p style='margin: 0'>In this video, we will understand how a model 'learns'.</p></td></tr><tr><td style='padding: 15px;'><p>8. Making Predictions</p><p style='margin: 0'>In this video, we will be talking about another important part of creating a model, which is making predictions.</p></td></tr><tr><td style='padding: 15px;'><p>9. Saving and Loading a Model</p><p style='margin: 0'>In this video, you will learn how to save a model and then load it later.</p></td></tr><tr><td style='padding: 15px;'><p>10. Why Keras?</p><p style='margin: 0'>In this video, we will understand why we use Keras in this course and not TensorFlow 2.</p></td></tr><tr><td style='padding: 15px;'><p>11. Suggestion Box</p><p style='margin: 0'>In this video, we will have a look at the suggestion box where we can add feedback for this course.</p></td></tr></tbody></table><br><h4>3. Feedforward Artificial Neural Networks</h4><p>In this section, we will cover feedforward artificial neural networks.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Artificial Neural Networks Section Introduction</p><p style='margin: 0'>In this video, we will get introduced to artificial neural networks.</p></td></tr><tr><td style='padding: 15px;'><p>2. Forward Propagation</p><p style='margin: 0'>In this video, you will learn about forward propagation as it is related to neural networks.</p></td></tr><tr><td style='padding: 15px;'><p>3. The Geometrical Picture</p><p style='margin: 0'>In this video, we will understand the geometrical picture by understanding why neural networks are so important instead of a single neural network.</p></td></tr><tr><td style='padding: 15px;'><p>4. Activation Functions</p><p style='margin: 0'>In this video, you will learn about activation functions.</p></td></tr><tr><td style='padding: 15px;'><p>5. Multiclass Classification</p><p style='margin: 0'>In this video, you will learn about multiclass classification.</p></td></tr><tr><td style='padding: 15px;'><p>6. How to Represent Images</p><p style='margin: 0'>In this video, we will discuss data and understand how to represent images.</p></td></tr><tr><td style='padding: 15px;'><p>7. Code Preparation (Artificial Neural Networks)</p><p style='margin: 0'>In this video, we will work with the MNIST dataset and ANN code preparation.</p></td></tr><tr><td style='padding: 15px;'><p>8. ANN for Image Classification</p><p style='margin: 0'>In this video, we will work on image classification with the MNIST dataset.</p></td></tr><tr><td style='padding: 15px;'><p>9. ANN for Regression</p><p style='margin: 0'>In this video, we will understand regression in ANN.</p></td></tr><tr><td style='padding: 15px;'><p>10. How to Choose Hyperparameters</p><p style='margin: 0'>In this video, we will understand how to choose hyperparameters.</p></td></tr></tbody></table><br><h4>4. In-Depth: Loss Functions</h4><p>In this optional section, we will dive deeper into loss functions.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Mean Squared Error</p><p style='margin: 0'>In this video, we will understand MSE (Mean Squared Error) from a probabilistic perspective.</p></td></tr><tr><td style='padding: 15px;'><p>2. Binary Cross Entropy</p><p style='margin: 0'>In this video, you will learn about binary cross entropy, which is the correct loss function to use for binary classification.</p></td></tr><tr><td style='padding: 15px;'><p>3. Categorical Cross Entropy</p><p style='margin: 0'>In this video, you will learn about categorical cross entropy, which is used in multiclass classification.</p></td></tr></tbody></table><br><h4>5. In-Depth: Gradient Descent</h4><p>In this optional section, we will dive deeper into gradient descent.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Gradient Descent</p><p style='margin: 0'>In this video, we will get introduced to gradient descent.</p></td></tr><tr><td style='padding: 15px;'><p>2. Stochastic Gradient Descent</p><p style='margin: 0'>In this video, you will learn about stochastic gradient descent.</p></td></tr><tr><td style='padding: 15px;'><p>3. Momentum</p><p style='margin: 0'>In this video, you will learn about momentum.</p></td></tr><tr><td style='padding: 15px;'><p>4. Variable and Adaptive Learning Rates</p><p style='margin: 0'>In this video, we will discuss variable and adaptive learning rates.</p></td></tr><tr><td style='padding: 15px;'><p>5. Adam Optimization (Part 1)</p><p style='margin: 0'>In this video, we will talk about Adam optimization, get introduced to Adam, and understand its basics.</p></td></tr><tr><td style='padding: 15px;'><p>6. Adam Optimization (Part 2)</p><p style='margin: 0'>In this video, we will understand more about Adam optimization.</p></td></tr></tbody></table>

In this self-paced course, you will learn how to use TensorFlow 2 to build deep neural networks. You will learn the basics of machine learning, classification, and regression. We will also discuss the connection between artificial and biological neural networks and how that inspires our thinking in deep learning.

Deep Learning - Artificial Neural Networks with TensorFlow

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>The Microsoft Security Operations Analyst collaborates with organizational stakeholders to secure information technology systems for the organization. Their goal is to reduce organizational risk by rapidly remediating active attacks in the environment, advising on improvements to threat protection practices, and referring violations of organizational policies to appropriate stakeholders. Responsibilities include threat management, monitoring, and response by using a variety of security solutions across their environment. The role primarily investigates, responds to, and hunts for threats using Microsoft Sentinel, Microsoft Defender for Cloud, Microsoft 365 Defender, and third-party security products. Since the Security Operations Analyst consumes the operational output of these tools, they are also a critical stakeholder in the configuration and deployment of these technologies.</p><p></p><p></p><p>Learn how to investigate, respond to, and hunt for threats using Microsoft Sentinel, Microsoft Defender for Cloud, and Microsoft 365 Defender. In this course you will learn how to mitigate cyberthreats using these technologies. Specifically, you will configure and use Microsoft Sentinel as well as utilize Kusto Query Language (KQL) to perform detection, analysis, and reporting. The course was designed for people who work in a Security Operations job role and helps learners prepare for the exam SC-200: Microsoft Security Operations Analyst.</p><p></p>Prerequisites<p></p><li>Basic understanding of Microsoft 365</li>  <li>Fundamental understanding of Microsoft security, compliance, and identity products</li>   <li> Intermediate understanding of Windows 10</li>  <li> Familiarity with Azure services, specifically Azure SQL Database and Azure Storage</li>   <li> Familiarity with Azure virtual machines and virtual networking</li>   <li>Basic understanding of scripting concepts.</li><p></p></div><div id="course-pills-2"><h3>1 - Introduction to Microsoft 365 threat protection</h3> <ul> <li>Explore Extended Detection &amp; Response (XDR) response use cases</li> <li>Understand Microsoft Defender XDR in a Security Operations Center (SOC)</li> <li>Explore Microsoft Security Graph</li> <li>Investigate security incidents in Microsoft Defender XDR</li> </ul> <h3>2 - Mitigate incidents using Microsoft 365 Defender</h3> <ul> <li>Use the Microsoft Defender portal</li> <li>Manage incidents</li> <li>Investigate incidents</li> <li>Manage and investigate alerts</li> <li>Manage automated investigations</li> <li>Use the action center</li> <li>Explore advanced hunting</li> <li>Investigate Microsoft Entra sign-in logs</li> <li>Understand Microsoft Secure Score</li> <li>Analyze threat analytics</li> <li>Analyze reports</li> <li>Configure the Microsoft Defender portal</li> </ul> <h3>3 - Protect your identities with Microsoft Entra ID Protection</h3> <ul> <li>Microsoft Entra ID Protection overview</li> <li>Detect risks with Microsoft Entra ID Protection policies</li> <li>Investigate and remediate risks detected by Microsoft Entra ID Protection</li> </ul> <h3>4 - Remediate risks with Microsoft Defender for Office 365</h3> <ul> <li>Automate, investigate, and remediate</li> <li>Configure, protect, and detect</li> <li>Simulate attacks</li> </ul> <h3>5 - Safeguard your environment with Microsoft Defender for Identity</h3> <ul> <li>Configure Microsoft Defender for Identity sensors</li> <li>Review compromised accounts or data</li> <li>Integrate with other Microsoft tools</li> </ul> <h3>6 - Secure your cloud apps and services with Microsoft Defender for Cloud Apps</h3> <ul> <li>Understand the Defender for Cloud Apps Framework</li> <li>Explore your cloud apps with Cloud Discovery</li> <li>Protect your data and apps with Conditional Access App Control</li> <li>Walk through discovery and access control with Microsoft Defender for Cloud Apps</li> <li>Classify and protect sensitive information</li> <li>Detect Threats</li> </ul> <h3>7 - Respond to data loss prevention alerts using Microsoft 365</h3> <ul> <li>Describe data loss prevention alerts</li> <li>Investigate data loss prevention alerts in Microsoft Purview</li> <li>Investigate data loss prevention alerts in Microsoft Defender for Cloud Apps</li> </ul> <h3>8 - Manage insider risk in Microsoft Purview</h3> <ul> <li>Insider risk management overview</li> <li>Create and manage insider risk policies</li> <li>Investigate insider risk alerts</li> <li>Take action on insider risk alerts through cases</li> <li>Manage insider risk management forensic evidence</li> <li>Create insider risk management notice templates</li> </ul> <h3>9 - Investigate threats by using audit features in Microsoft Defender XDR and Microsoft Purview Standard</h3> <ul> <li>Explore Microsoft Purview Audit solutions</li> <li>Implement Microsoft Purview Audit (Standard)</li> <li>Start recording activity in the Unified Audit Log</li> <li>Search the Unified Audit Log (UAL)</li> <li>Export, configure, and view audit log records</li> <li>Use audit log searching to investigate common support issues</li> </ul> <h3>10 - Investigate threats using audit in Microsoft Defender XDR and Microsoft Purview (Premium)</h3> <ul> <li>Explore Microsoft Purview Audit (Premium)</li> <li>Implement Microsoft Purview Audit (Premium)</li> <li>Manage audit log retention policies</li> <li>Investigate compromised email accounts using Purview Audit (Premium)</li> </ul> <h3>11 - Investigate threats with Content search in Microsoft Purview</h3> <ul> <li>Explore Microsoft Purview eDiscovery solutions</li> <li>Create a content search</li> <li>View the search results and statistics</li> <li>Export the search results and search report</li> <li>Configure search permissions filtering</li> <li>Search for and delete email messages</li> </ul> <h3>12 - Protect against threats with Microsoft Defender for Endpoint</h3> <ul> <li>Practice security administration</li> <li>Hunt threats within your network</li> </ul> <h3>13 - Deploy the Microsoft Defender for Endpoint environment</h3> <ul> <li>Create your environment</li> <li>Understand operating systems compatibility and features</li> <li>Onboard devices</li> <li>Manage access</li> <li>Create and manage roles for role-based access control</li> <li>Configure device groups</li> <li>Configure environment advanced features</li> </ul> <h3>14 - Implement Windows security enhancements with Microsoft Defender for Endpoint</h3> <ul> <li>Understand attack surface reduction</li> <li>Enable attack surface reduction rules</li> </ul> <h3>15 - Perform device investigations in Microsoft Defender for Endpoint</h3> <ul> <li>Use the device inventory list</li> <li>Investigate the device</li> <li>Use behavioral blocking</li> <li>Detect devices with device discovery</li> </ul> <h3>16 - Perform actions on a device using Microsoft Defender for Endpoint</h3> <ul> <li>Explain device actions</li> <li>Run Microsoft Defender antivirus scan on devices</li> <li>Collect investigation package from devices</li> <li>Initiate live response session</li> </ul> <h3>17 - Perform evidence and entities investigations using Microsoft Defender for Endpoint</h3> <ul> <li>Investigate a file</li> <li>Investigate a user account</li> <li>Investigate an IP address</li> <li>Investigate a domain</li> </ul> <h3>18 - Configure and manage automation using Microsoft Defender for Endpoint</h3> <ul> <li>Configure advanced features</li> <li>Manage automation upload and folder settings</li> <li>Configure automated investigation and remediation capabilities</li> <li>Block at risk devices</li> </ul> <h3>19 - Configure for alerts and detections in Microsoft Defender for Endpoint</h3> <ul> <li>Configure advanced features</li> <li>Configure alert notifications</li> <li>Manage alert suppression</li> <li>Manage indicators</li> </ul> <h3>20 - Utilize Vulnerability Management in Microsoft Defender for Endpoint</h3> <ul> <li>Understand vulnerability management</li> <li>Explore vulnerabilities on your devices</li> <li>Manage remediation</li> </ul> <h3>21 - Plan for cloud workload protections using Microsoft Defender for Cloud</h3> <ul> <li>Explain Microsoft Defender for Cloud</li> <li>Describe Microsoft Defender for Cloud workload protections</li> <li>Enable Microsoft Defender for Cloud</li> </ul> <h3>22 - Connect Azure assets to Microsoft Defender for Cloud</h3> <ul> <li>Explore and manage your resources with asset inventory</li> <li>Configure auto provisioning</li> <li>Manual log analytics agent provisioning</li> </ul> <h3>23 - Connect non-Azure resources to Microsoft Defender for Cloud</h3> <ul> <li>Protect non-Azure resources</li> <li>Connect non-Azure machines</li> <li>Connect your AWS accounts</li> <li>Connect your GCP accounts</li> </ul> <h3>24 - Manage your cloud security posture management?</h3> <ul> <li>Explore Secure Score</li> <li>Explore Recommendations</li> <li>Measure and enforce regulatory compliance</li> <li>Understand Workbooks</li> </ul> <h3>25 - Explain cloud workload protections in Microsoft Defender for Cloud</h3> <ul> <li>Understand Microsoft Defender for servers</li> <li>Understand Microsoft Defender for App Service</li> <li>Understand Microsoft Defender for Storage</li> <li>Understand Microsoft Defender for SQL</li> <li>Understand Microsoft Defender for open-source databases</li> <li>Understand Microsoft Defender for Key Vault</li> <li>Understand Microsoft Defender for Resource Manager</li> <li>Understand Microsoft Defender for DNS</li> <li>Understand Microsoft Defender for Containers</li> <li>Understand Microsoft Defender additional protections</li> </ul> <h3>26 - Remediate security alerts using Microsoft Defender for Cloud</h3> <ul> <li>Understand security alerts</li> <li>Remediate alerts and automate responses</li> <li>Suppress alerts from Defender for Cloud</li> <li>Generate threat intelligence reports</li> <li>Respond to alerts from Azure resources</li> </ul> <h3>27 - Construct KQL statements for Microsoft Sentinel</h3> <ul> <li>Understand the Kusto Query Language statement structure</li> <li>Use the search operator</li> <li>Use the where operator</li> <li>Use the let statement</li> <li>Use the extend operator</li> <li>Use the order by operator</li> <li>Use the project operators</li> </ul> <h3>28 - Analyze query results using KQL</h3> <ul> <li>Use the summarize operator</li> <li>Use the summarize operator to filter results</li> <li>Use the summarize operator to prepare data</li> <li>Use the render operator to create visualizations</li> </ul> <h3>29 - Build multi-table statements using KQL</h3> <ul> <li>Use the union operator</li> <li>Use the join operator</li> </ul> <h3>30 - Work with data in Microsoft Sentinel using Kusto Query Language</h3> <ul> <li>Extract data from unstructured string fields</li> <li>Extract data from structured string data</li> <li>Integrate external data</li> <li>Create parsers with functions</li> </ul> <h3>31 - Introduction to Microsoft Sentinel</h3> <ul> <li>What is Microsoft Sentinel?</li> <li>How Microsoft Sentinel works</li> <li>When to use Microsoft Sentinel</li> </ul> <h3>32 - Create and manage Microsoft Sentinel workspaces</h3> <ul> <li>Plan for the Microsoft Sentinel workspace</li> <li>Create a Microsoft Sentinel workspace</li> <li>Manage workspaces across tenants using Azure Lighthouse</li> <li>Understand Microsoft Sentinel permissions and roles</li> <li>Manage Microsoft Sentinel settings</li> <li>Configure logs</li> </ul> <h3>33 - Query logs in Microsoft Sentinel</h3> <ul> <li>Query logs in the logs page</li> <li>Understand Microsoft Sentinel tables</li> <li>Understand common tables</li> <li>Understand Microsoft Defender XDR tables</li> </ul> <h3>34 - Use watchlists in Microsoft Sentinel</h3> <ul> <li>Plan for watchlists</li> <li>Create a watchlist</li> <li>Manage watchlists</li> </ul> <h3>35 - Utilize threat intelligence in Microsoft Sentinel</h3> <ul> <li>Define threat intelligence</li> <li>Manage your threat indicators</li> <li>View your threat indicators with KQL</li> </ul> <h3>36 - Connect data to Microsoft Sentinel using data connectors</h3> <ul> <li>Ingest log data with data connectors</li> <li>Understand data connector providers</li> <li>View connected hosts</li> </ul> <h3>37 - Connect Microsoft services to Microsoft Sentinel</h3> <ul> <li>Plan for Microsoft services connectors</li> <li>Connect the Microsoft Office 365 connector</li> <li>Connect the Microsoft Entra connector</li> <li>Connect the Microsoft Entra ID Protection connector</li> <li>Connect the Azure Activity connector</li> </ul> <h3>38 - Connect Microsoft Defender XDR to Microsoft Sentinel</h3> <ul> <li>Plan for Microsoft Defender XDR connectors</li> <li>Connect the Microsoft Defender XDR connector</li> <li>Connect Microsoft Defender for Cloud connector</li> <li>Connect Microsoft Defender for IoT</li> <li>Connect Microsoft Defender legacy connectors</li> </ul> <h3>39 - Connect Windows hosts to Microsoft Sentinel</h3> <ul> <li>Plan for Windows hosts security events connector</li> <li>Connect using the Windows Security Events via AMA Connector</li> <li>Connect using the Security Events via Legacy Agent Connector</li> <li>Collect Sysmon event logs</li> </ul> <h3>40 - Connect Common Event Format logs to Microsoft Sentinel</h3> <ul> <li>Plan for Common Event Format connector</li> <li>Connect your external solution using the Common Event Format connector</li> </ul> <h3>41 - Connect syslog data sources to Microsoft Sentinel</h3> <ul> <li>Plan for syslog data collection</li> <li>Collect data from Linux-based sources using syslog</li> <li>Configure the Data Collection Rule for Syslog Data Sources</li> <li>Parse syslog data with KQL</li> </ul> <h3>42 - Connect threat indicators to Microsoft Sentinel</h3> <ul> <li>Plan for threat intelligence connectors</li> <li>Connect the threat intelligence TAXII connector</li> <li>Connect the threat intelligence platforms connector</li> <li>View your threat indicators with KQL</li> </ul> <h3>43 - Threat detection with Microsoft Sentinel analytics</h3> <ul> <li>What is Microsoft Sentinel Analytics?</li> <li>Types of analytics rules</li> <li>Create an analytics rule from templates</li> <li>Create an analytics rule from wizard</li> <li>Manage analytics rules</li> </ul> <h3>44 - Automation in Microsoft Sentinel</h3> <ul> <li>Understand automation options</li> <li>Create automation rules</li> </ul> <h3>45 - Threat response with Microsoft Sentinel playbooks</h3> <ul> <li>What are Microsoft Sentinel playbooks?</li> <li>Trigger a playbook in real-time</li> <li>Run playbooks on demand</li> </ul> <h3>46 - Security incident management in Microsoft Sentinel</h3> <ul> <li>Understand incidents</li> <li>Incident evidence and entities</li> <li>Incident management</li> </ul> <h3>47 - Identify threats with Behavioral Analytics</h3> <ul> <li>Understand behavioral analytics</li> <li>Explore entities</li> <li>Display entity behavior information</li> <li>Use Anomaly detection analytical rule templates</li> </ul> <h3>48 - Data normalization in Microsoft Sentinel</h3> <ul> <li>Understand data normalization</li> <li>Use ASIM Parsers</li> <li>Understand parameterized KQL functions</li> <li>Create an ASIM Parser</li> <li>Configure Azure Monitor Data Collection Rules</li> </ul> <h3>49 - Query, visualize, and monitor data in Microsoft Sentinel</h3> <ul> <li>Monitor and visualize data</li> <li>Query data using Kusto Query Language</li> <li>Use default Microsoft Sentinel Workbooks</li> <li>Create a new Microsoft Sentinel Workbook</li> </ul> <h3>50 - Manage content in Microsoft Sentinel</h3> <ul> <li>Use solutions from the content hub</li> <li>Use repositories for deployment</li> </ul> <h3>51 - Explain threat hunting concepts in Microsoft Sentinel</h3> <ul> <li>Understand cybersecurity threat hunts</li> <li>Develop a hypothesis</li> <li>Explore MITRE ATT&amp;CK</li> </ul> <h3>52 - Threat hunting with Microsoft Sentinel</h3> <ul> <li>Explore creation and management of threat-hunting queries</li> <li>Save key findings with bookmarks</li> <li>Observe threats over time with livestream</li> </ul> <h3>53 - Use Search jobs in Microsoft Sentinel</h3> <ul> <li>Hunt with a Search Job</li> <li>Restore historical data</li> </ul> <h3>54 - Hunt for threats using notebooks in Microsoft Sentinel</h3> <ul> <li>Access Azure Sentinel data with external tools</li> <li>Hunt with notebooks</li> <li>Create a notebook</li> <li>Explore notebook code</li> </ul></div>

Nexus Human

Microsoft AZ-900

Microsoft AZ-104

Microsoft SC-200

Microsoft AZ-303

Microsoft AZ-700

SC-200T00 Microsoft Security Operations Analyst

<p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel is the essence of personalised ease and style. The perfect gift for the budding writer or professional in your life - maybe that&rsquo;s you.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Never miss a meeting or big idea with this refillable leather diary / notebook cover (A5) that fits easily into a bag or briefcase.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel features a contrasting adjustable strap with stud fastening to keep your work secure, and two internal card slots perfect for business meetings.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Choose your preferred English hand bound paper insert: Plain or lined notebook, or week to view diary.&nbsp;</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">There are 9 leather colours to choose from, 2 leather colour straps and gold or silver hardware.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Make it your own with bespoke personalisation. If you&rsquo;re gifting Laurel, a personalised message can be embossed to the bottom right corner (as standard), but get in touch if you have other requests.(This is +&pound;5)</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Size and DetailsSlim A5 (Quarto Medium) removable leather notebook or diary cover</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Paper size: 210mm x 135mm<br fr-original-style="" style="box-sizing: border-box;">Thickness: 120 pages<br fr-original-style="" style="box-sizing: border-box;">Cover size: 225mm x 145mm x 20mm<br fr-original-style="" style="box-sizing: border-box;">1x insert included<br fr-original-style="" style="box-sizing: border-box;">Made to order and available in multiple colours with contrasting strap.<br fr-original-style="" style="box-sizing: border-box;">Timeless designFront strap features the Hands of Tym logo.<br fr-original-style="" style="box-sizing: border-box;">Made from respectfully-sourced Italian vegetable-tanned leather (biodegradable).<br fr-original-style="" style="box-sizing: border-box;">Hand cut. Handmade. Hand finished.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Other Sizes Available:Slim A4 (Folio Large)Slim A6 (Octavo Pocket)REFILL PAD available</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Personalisation &amp; Unique stamp (not available for Courses or Tools &amp; Supplies)</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">What is personalisation? Personalisation is an embossed stamp of characters including letters, emojis etc. Please select from the options below if you would like to add to your product.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">What is a Unique Stamp? A unique stamp is a custom stamp made up of an image of your choice. It can be handprints, a drawing, handwriting etc. We can discuss this with you once you place your order. (This is +&pound;45)</p><h3 style="color: rgb(62, 64, 67); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">How this was made</h3><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Made from respectfully-sourced Italian vegetable-tanned leather, Laurel is free from harsh chemicals. Over time the luxury leather will develop a buttery soft patina. The paper inserts are hand-bound by experienced artisans in England from a quality British paper. Laurel has been thoughtfully designed and handmade by Hands of Tym, in Oxfordshire, England.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Material and CareMaterialsHere at Hands of Tym, we are passionate about sourcing the highest quality sustainable materials.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">We use responsibly-sourced Italian vegetable-tanned leather. Find out more here.Using only the highest quality cuts, the leather will improve with use and age, developing a soft patina over time.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Natural variations are a product feature of this material and contribute to the individual style of the product.The leather is free from harmful chemicals and biodegradable at the end of its life.Hand cut, handmade and hand finished in our workshop in Oxfordshire, England.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Care</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Please note: There may be natural changes in the colour of the materials and they may stain easily. Please be careful with oils and inks. When not in use, store your product in the soft cloth bag (provided) in a cool and dry place.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Repair</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">When you buy from Hands of Tym, you&rsquo;re getting so much more than your new purchase. You&rsquo;re creating a connection with the maker - Georgie Tym. If your leather product becomes damaged (afterall, life happens), contact us to find out about repairing your item.</p><h3 style="color: rgb(62, 64, 67); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">What&#39;s included in the price?</h3><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel arrives complete with one insert and additional inserts can be purchased directly from us. Laurel arrives wrapped in tissue paper inside a black cotton dust bag, including a &#39;Made for you&#39; card with care instructions and a unique code to identify your handmade leather notebook cover.</p>

Hands of Tym

'Laurel' The Bespoke Handmade Luxury Leather Notebook / Diary Slim A5

1x "Laurel" Leather Notebook

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>The primary audience for this course is data professionals, data architects, and business intelligence professionals who want to learn about data engineering and building analytical solutions using data platform technologies that exist on Microsoft Azure. The secondary audience for this course includes data analysts and data scientists who work with analytical solutions built on Microsoft Azure.</p><p></p><p></p><p>In this course, the student will learn how to implement and manage data engineering workloads on Microsoft Azure, using Azure services such as Azure Synapse Analytics, Azure Data Lake Storage Gen2, Azure Stream Analytics, Azure Databricks, and others. The course focuses on common data engineering tasks such as orchestrating data transfer and transformation pipelines, working with data files in a data lake, creating and loading relational data warehouses, capturing and aggregating streams of real-time data, and tracking data assets and lineage.</p><p></p>Prerequisites<p></p><p>Successful students start this course with knowledge of cloud computing and core data concepts and professional experience with data solutions.</p>  <li>AZ-900T00 Microsoft Azure Fundamentals</li>  <li>DP-900T00 Microsoft Azure Data Fundamentals</li><p></p></div><div id="course-pills-2"><h3>1 - Introduction to data engineering on Azure</h3> <ul> <li>What is data engineering</li> <li>Important data engineering concepts</li> <li>Data engineering in Microsoft Azure</li> </ul> <h3>2 - Introduction to Azure Data Lake Storage Gen2</h3> <ul> <li>Understand Azure Data Lake Storage Gen2</li> <li>Enable Azure Data Lake Storage Gen2 in Azure Storage</li> <li>Compare Azure Data Lake Store to Azure Blob storage</li> <li>Understand the stages for processing big data</li> <li>Use Azure Data Lake Storage Gen2 in data analytics workloads</li> </ul> <h3>3 - Introduction to Azure Synapse Analytics</h3> <ul> <li>What is Azure Synapse Analytics</li> <li>How Azure Synapse Analytics works</li> <li>When to use Azure Synapse Analytics</li> </ul> <h3>4 - Use Azure Synapse serverless SQL pool to query files in a data lake</h3> <ul> <li>Understand Azure Synapse serverless SQL pool capabilities and use cases</li> <li>Query files using a serverless SQL pool</li> <li>Create external database objects</li> </ul> <h3>5 - Use Azure Synapse serverless SQL pools to transform data in a data lake</h3> <ul> <li>Transform data files with the CREATE EXTERNAL TABLE AS SELECT statement</li> <li>Encapsulate data transformations in a stored procedure</li> <li>Include a data transformation stored procedure in a pipeline</li> </ul> <h3>6 - Create a lake database in Azure Synapse Analytics</h3> <ul> <li>Understand lake database concepts</li> <li>Explore database templates</li> <li>Create a lake database</li> <li>Use a lake database</li> </ul> <h3>7 - Analyze data with Apache Spark in Azure Synapse Analytics</h3> <ul> <li>Get to know Apache Spark</li> <li>Use Spark in Azure Synapse Analytics</li> <li>Analyze data with Spark</li> <li>Visualize data with Spark</li> </ul> <h3>8 - Transform data with Spark in Azure Synapse Analytics</h3> <ul> <li>Modify and save dataframes</li> <li>Partition data files</li> <li>Transform data with SQL</li> </ul> <h3>9 - Use Delta Lake in Azure Synapse Analytics</h3> <ul> <li>Understand Delta Lake</li> <li>Create Delta Lake tables</li> <li>Create catalog tables</li> <li>Use Delta Lake with streaming data</li> <li>Use Delta Lake in a SQL pool</li> </ul> <h3>10 - Analyze data in a relational data warehouse</h3> <ul> <li>Design a data warehouse schema</li> <li>Create data warehouse tables</li> <li>Load data warehouse tables</li> <li>Query a data warehouse</li> </ul> <h3>11 - Load data into a relational data warehouse</h3> <ul> <li>Load staging tables</li> <li>Load dimension tables</li> <li>Load time dimension tables</li> <li>Load slowly changing dimensions</li> <li>Load fact tables</li> <li>Perform post load optimization</li> </ul> <h3>12 - Build a data pipeline in Azure Synapse Analytics</h3> <ul> <li>Understand pipelines in Azure Synapse Analytics</li> <li>Create a pipeline in Azure Synapse Studio</li> <li>Define data flows</li> <li>Run a pipeline</li> </ul> <h3>13 - Use Spark Notebooks in an Azure Synapse Pipeline</h3> <ul> <li>Understand Synapse Notebooks and Pipelines</li> <li>Use a Synapse notebook activity in a pipeline</li> <li>Use parameters in a notebook</li> </ul> <h3>14 - Plan hybrid transactional and analytical processing using Azure Synapse Analytics</h3> <ul> <li>Understand hybrid transactional and analytical processing patterns</li> <li>Describe Azure Synapse Link</li> </ul> <h3>15 - Implement Azure Synapse Link with Azure Cosmos DB</h3> <ul> <li>Enable Cosmos DB account to use Azure Synapse Link</li> <li>Create an analytical store enabled container</li> <li>Create a linked service for Cosmos DB</li> <li>Query Cosmos DB data with Spark</li> <li>Query Cosmos DB with Synapse SQL</li> </ul> <h3>16 - Implement Azure Synapse Link for SQL</h3> <ul> <li>What is Azure Synapse Link for SQL?</li> <li>Configure Azure Synapse Link for Azure SQL Database</li> <li>Configure Azure Synapse Link for SQL Server 2022</li> </ul> <h3>17 - Get started with Azure Stream Analytics</h3> <ul> <li>Understand data streams</li> <li>Understand event processing</li> <li>Understand window functions</li> </ul> <h3>18 - Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytics</h3> <ul> <li>Stream ingestion scenarios</li> <li>Configure inputs and outputs</li> <li>Define a query to select, filter, and aggregate data</li> <li>Run a job to ingest data</li> </ul> <h3>19 - Visualize real-time data with Azure Stream Analytics and Power BI</h3> <ul> <li>Use a Power BI output in Azure Stream Analytics</li> <li>Create a query for real-time visualization</li> <li>Create real-time data visualizations in Power BI</li> </ul> <h3>20 - Introduction to Microsoft Purview</h3> <ul> <li>What is Microsoft Purview?</li> <li>How Microsoft Purview works</li> <li>When to use Microsoft Purview</li> </ul> <h3>21 - Integrate Microsoft Purview and Azure Synapse Analytics</h3> <ul> <li>Catalog Azure Synapse Analytics data assets in Microsoft Purview</li> <li>Connect Microsoft Purview to an Azure Synapse Analytics workspace</li> <li>Search a Purview catalog in Synapse Studio</li> <li>Track data lineage in pipelines</li> </ul> <h3>22 - Explore Azure Databricks</h3> <ul> <li>Get started with Azure Databricks</li> <li>Identify Azure Databricks workloads</li> <li>Understand key concepts</li> </ul> <h3>23 - Use Apache Spark in Azure Databricks</h3> <ul> <li>Get to know Spark</li> <li>Create a Spark cluster</li> <li>Use Spark in notebooks</li> <li>Use Spark to work with data files</li> <li>Visualize data</li> </ul> <h3>24 - Run Azure Databricks Notebooks with Azure Data Factory</h3> <ul> <li>Understand Azure Databricks notebooks and pipelines</li> <li>Create a linked service for Azure Databricks</li> <li>Use a Notebook activity in a pipeline</li> <li>Use parameters in a notebook</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans DP-203T00 Data Engineering on Microsoft Azure training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the DP-203T00 Data Engineering on Microsoft Azure course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Microsoft Azure

DP-203T00 Data Engineering on Microsoft Azure

<p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel is the essence of personalised ease and style. The perfect gift for the budding writer or professional in your life - maybe that&rsquo;s you.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Never miss a meeting or big idea with this refillable leather diary / notebook cover (A6) that fits easily into a pocket or bag.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel features a contrasting adjustable strap with stud fastening to keep your work secure, and two internal card slots perfect for business meetings.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Choose your preferred English hand bound paper insert: plain or lined notebook, or diary.&nbsp;</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel arrives complete with one insert and additional inserts can be purchased directly from us.&nbsp;</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Made from respectfully-sourced Italian vegetable-tanned leather, Laurel is free from harsh chemicals. Over time the luxury leather will develop a buttery soft patina.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Make it your own with bespoke personalisation. If you&rsquo;re gifting Laurel, a personalised message can be embossed to the bottom right corner (as standard), but get in touch if you have other requests.Laurel has been thoughtfully designed and handmade by Hands of Tym, in Oxfordshire, England. &nbsp; &nbsp;</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Size and Details<br fr-original-style="" style="box-sizing: border-box;">Slim A6 (Octavo Pocket) removable leather notebook or diary cover</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Paper size: 140mm x 99mm<br fr-original-style="" style="box-sizing: border-box;">Thickness: 160 pages<br fr-original-style="" style="box-sizing: border-box;">Cover size: 155mm x 100mm x 25mm<br fr-original-style="" style="box-sizing: border-box;">1x insert includedMade to order and available in multiple colours with contrasting strap.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Timeless designFront strap features the Hands of Tym logo. Made from respectfully-sourced Italian vegetable-tanned leather (biodegradable).<br fr-original-style="" style="box-sizing: border-box;">Hand cut. Handmade. Hand finished.<br fr-original-style="" style="box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Other Sizes Available:</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Slim A4 click here (Folio Large)<br fr-original-style="" style="box-sizing: border-box;">Slim A5 click here (Quarto Medium)<br fr-original-style="" style="box-sizing: border-box;">REFILL PAD available to purchase<br fr-original-style="" style="box-sizing: border-box;"><br fr-original-style="" style="box-sizing: border-box;"></p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Personalisation &amp; Unique stamp&nbsp;</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">What is personalisation? Personalisation is an embossed stamp of characters including letters, emojis etc. Please select from the options below if you would like to add to your product.What is a Unique Stamp? A unique stamp is a custom stamp made up of an image of your choice. It can be handprints, a drawing, handwriting etc. We can discuss this with you once you place your order. (This is +&pound;45)</p><h3 style="color: rgb(62, 64, 67); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">How this was made</h3><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Made from respectfully-sourced Italian vegetable-tanned leather, Laurel is free from harsh chemicals. Over time the luxury leather will develop a buttery soft patina. The paper inserts are hand-bound by experienced artisans in England from a quality British paper. Laurel has been thoughtfully designed and handmade by Hands of Tym, in Oxfordshire, England.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Material and Care<br fr-original-style="" style="box-sizing: border-box;">Materials</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Here at Hands of Tym, we are passionate about sourcing the highest quality sustainable materials. We use responsibly-sourced Italian vegetable-tanned leather. Find out more here.Using only the highest quality cuts, the leather will improve with use and age, developing a soft patina over time. Natural variations are a product feature of this material and contribute to the individual style of the product.The leather is free from harmful chemicals and biodegradable at the end of its life.Hand cut, handmade and hand finished in our workshop in Oxfordshire, England.</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Care</p><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Please note: There may be natural changes in the colour of the materials and they may stain easily. Please be careful with oils and inks. When not in use, store your product in the soft cloth bag (provided) in a cool and dry place. RepairWhen you buy from Hands of Tym, you&rsquo;re getting so much more than your new purchase. You&rsquo;re creating a connection with the maker - Georgie Tym. If your leather product becomes damaged (afterall, life happens), contact us to find out about repairing your item.</p><h3 style="color: rgb(62, 64, 67); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">What&#39;s included in the price?</h3><p style="color: rgb(62, 64, 67); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(62, 64, 67);">Laurel arrives complete with one insert and additional inserts can be purchased directly from us. Laurel arrives wrapped in tissue paper inside a black cotton dust bag, including a &#39;Made for you&#39; card with care instructions and a unique code to identify your handmade leather notebook cover.</p>

'Laurel' The Bespoke Handmade Luxury Leather Notebook / Diary Slim A6 pocket size

<div id="course-pills-1">Duration<p>1 Days</p><p>6 CPD hours</p>This course is intended for<p>The primary audience for this course is data professionals who are familiar with data modeling, extraction, and analytics. It is designed for professionals who are interested in gaining knowledge about Lakehouse architecture, the Microsoft Fabric platform, and how to enable end-to-end analytics using these technologies.<br />Job role: Data Analyst, Data Engineer, Data Scientist</p>Overview<p>Describe end-to-end analytics in Microsoft Fabric<br />Describe core features and capabilities of lakehouses in Microsoft Fabric<br />Create a lakehouse<br />Ingest data into files and tables in a lakehouse<br />Query lakehouse tables with SQL<br />Configure Spark in a Microsoft Fabric workspace<br />Identify suitable scenarios for Spark notebooks and Spark jobs<br />Use Spark dataframes to analyze and transform data<br />Use Spark SQL to query data in tables and views<br />Visualize data in a Spark notebook<br />Understand Delta Lake and delta tables in Microsoft Fabric<br />Create and manage delta tables using Spark<br />Use Spark to query and transform data in delta tables<br />Use delta tables with Spark structured streaming<br />Describe Dataflow (Gen2) capabilities in Microsoft Fabric<br />Create Dataflow (Gen2) solutions to ingest and transform data<br />Include a Dataflow (Gen2) in a pipeline</p><p>This course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on the Lakehouse concept. This course will explore the powerful capabilities of Apache Spark for distributed data processing and the essential techniques for efficient data management, versioning, and reliability by working with Delta Lake tables. This course will also explore data ingestion and orchestration using Dataflows Gen2 and Data Factory pipelines. This course includes a combination of lectures and hands-on exercises that will prepare you to work with lakehouses in Microsoft Fabric.</p></div><div id="course-pills-2"><h4>Introduction to end-to-end analytics using Microsoft Fabric</h4><ul><li>Explore end-to-end analytics with Microsoft Fabric</li><li>Data teams and Microsoft Fabric</li><li>Enable and use Microsoft Fabric</li><li>Knowledge Check</li></ul><h4>Get started with lakehouses in Microsoft Fabric</h4><ul><li>Explore the Microsoft Fabric Lakehouse</li><li>Work with Microsoft Fabric Lakehouses</li><li>Exercise - Create and ingest data with a Microsoft Fabric Lakehouse</li></ul><h4>Use Apache Spark in Microsoft Fabric</h4><ul><li>Prepare to use Apache Spark</li><li>Run Spark code</li><li>Work with data in a Spark dataframe</li><li>Work with data using Spark SQL</li><li>Visualize data in a Spark notebook</li><li>Exercise - Analyze data with Apache Spark</li></ul><h4>Work with Delta Lake Tables in Microsoft Fabric</h4><ul><li>Understand Delta Lake</li><li>Create delta tables</li><li>Work with delta tables in Spark</li><li>Use delta tables with streaming data</li><li>Exercise - Use delta tables in Apache Spark</li></ul><h4>Ingest Data with DataFlows Gen2 in Microsoft Fabric</h4><ul><li>Understand Dataflows (Gen2) in Microsoft Fabric</li><li>Explore Dataflows (Gen2) in Microsoft Fabric</li><li>Integrate Dataflows (Gen2) and Pipelines in Microsoft Fabric</li><li>Exercise - Create and use a Dataflow (Gen2) in Microsoft Fabric</li></ul></div>

Big Data Analytics

DP-601T00 Implementing a Lakehouse with Microsoft Fabric

<div style="color: rgb(5, 5, 5); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(5, 5, 5);">Discover the &lsquo;Shimuryo Zammai&rsquo; practices &ndash; the four limitless meditations. These practices offer a kinder and more compassionate way to live in the world, to be more loving, joyful, peaceful and compassionate towards ourselves and others. They provide a remedy for the negative and unhelpful emotions of anger, loneliness, loss, sadness, jealousy, apathy and more.</div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);"><br fr-original-style="" style="box-sizing: border-box;"></div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">This 5-week course introduces you to the 4-boundless practices that can enhance how you live in the world and help smooth your spiritual path.</div><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Week 1 &ndash; Introduction to the practices</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Week 2 &ndash; Ji - <span style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style="color: rgb(0, 0, 0);">Metta or</span><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"> </span>loving kindness</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Week 3 &ndash; Jihi &ndash;<span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style="color: rgb(0, 0, 0);">Karuṇā or&nbsp;</span>Compassion</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Week 4 &ndash; Ki &ndash;&nbsp;<span style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style="color: rgb(0, 0, 0);">Muditā or&nbsp;</span>Sympathetic Joy</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Week 5 &ndash; Sha &ndash; Upekkhā or Peace and Equanimity</div></li></ul><div fr-original-style="" style="box-sizing: border-box;">Plus additional workshops:</div><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;"><div fr-original-style="" style="box-sizing: border-box;">Living from the heart</div></li><li fr-original-style="" style="box-sizing: border-box;"><div fr-original-style="" style="box-sizing: border-box;">Finding peace and equanimity</div></li><li fr-original-style="" style="box-sizing: border-box;"><div fr-original-style="" style="box-sizing: border-box;">Complete compassion practice</div></li></ul><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">You will be given 5 hours of teaching - recordings of the live sessions, 5 guided meditations and additional creative ideas to help you bring these qualities into your life more fully. Plus another 5 hours of bonus workshops and meditations on developing loving-kindness, peace and equanimity and compassion.</div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);"><br fr-original-style="" style="box-sizing: border-box;"></div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">This course is best suited to those who already have a meditation practice, as those with a regular practice will have developed a level of concentration and focus that can help you. However if you are keen to practice and are willing to commit to the course then please feel free to join in.</div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);"><br fr-original-style="" style="box-sizing: border-box;"></div><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">You will need:</div><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">A notebook and pen to write your meditation diary</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(5, 5, 5);">A quiet space to practice at home every day </div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">To be willing to try to all the methods offered </div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">Take time to develop and grow these positive qualities within</div></li><li fr-original-style="" style="box-sizing: border-box;"><div style="color: rgb(5, 5, 5); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(5, 5, 5);">Be open to ideas of bringing these elements into your day</div></li></ul><div style="color: rgb(5, 5, 5); box-sizing: border-box;" fr-original-style=" color: rgb(5, 5, 5);">You can see further information here: <a data-fr-linked="true" href="http://createharmony.co.uk/zen-compassion-plus/" fr-original-style="" style="user-select: auto; font-size: var(--font-size); box-sizing: border-box; cursor: pointer; text-decoration: inherit;">http://createharmony.co.uk/zen-compassion-plus/</a></div>

Discover the ‘Shimuryo Zammai’ practices – the four limitless meditations. These practices offer a kinder and more compassionate way to live in the world, to be more loving, joyful, peaceful and compassionate towards ourselves and others. They provide a remedy for the negative and unhelpful emotions of anger, loneliness, loss, sadness, jealousy, apathy and more.This 5-week course introduces you to the 4-boundless practices that can enhance how you live in the world and help smooth your spiritual path.
Week 1 – Introduction to the practices
Week 2 – Ji - Metta or loving kindness
Week 3 – Jihi – Karuṇā or Compassion
Week 4 – Ki – Muditā or Sympathetic Joy
Week 5 – Sha – Upekkhā or Peace and Equanimity
Plus additional workshops:
Living from the heart
Finding peace and equanimity
Complete compassion practice
You will be given 5 hours of teaching - recordings of the live sessions, 5 guided meditations and additional creative ideas to help you bring these qualities into your life more fully. Plus another 5 hours of bonus workshops and meditations on developing loving-kindness, peace and equanimity and compassion.This course is best suited to those who already have a meditation practice, as those with a regular practice will have developed a level of concentration and focus that can help you. However if you are keen to practice and are willing to commit to the course then please feel free to join in.You will need:
A notebook and pen to write your meditation diary
A quiet space to practice at home every day
To be willing to try to all the methods offered
Take time to develop and grow these positive qualities within
Be open to ideas of bringing these elements into your day
You can see further information here: http://createharmony.co.uk/zen-compassion-plus/

Create Harmony

Mindfulness

Meditation Teacher

Meditation

Mindfulness Teacher

Discover the ‘Shimuryo Zammai’ practices – the four limitless meditations. These practices offer a kinder and more compassionate way to live in the world, to be more loving, joyful, peaceful and compassionate towards ourselves and others. 

Zen Compassion Meditation - The heart of loving-kindness

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.</p><p></p>Overview<p>Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.</p><p></p><p>Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring with Azure Machine Learning and MLflow.</p><p></p>Prerequisites<p></p><li>Creating cloud resources in Microsoft Azure.</li>  <li>Using Python to explore and visualize data.</li>  <li>Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow.</li>  <li>Working with containers</li>  <li>AI-900T00: Microsoft Azure AI Fundamentals is recommended, or the equivalent experience.</li><p></p></div><div id="course-pills-2"><h3>1 - Design a data ingestion strategy for machine learning projects</h3> <ul> <li>Identify your data source and format</li> <li>Choose how to serve data to machine learning workflows</li> <li>Design a data ingestion solution</li> </ul> <h3>2 - Design a machine learning model training solution</h3> <ul> <li>Identify machine learning tasks</li> <li>Choose a service to train a machine learning model</li> <li>Decide between compute options</li> </ul> <h3>3 - Design a model deployment solution</h3> <ul> <li>Understand how model will be consumed</li> <li>Decide on real-time or batch deployment</li> </ul> <h3>4 - Design a machine learning operations solution</h3> <ul> <li>Explore an MLOps architecture</li> <li>Design for monitoring</li> <li>Design for retraining</li> </ul> <h3>5 - Explore Azure Machine Learning workspace resources and assets</h3> <ul> <li>Create an Azure Machine Learning workspace</li> <li>Identify Azure Machine Learning resources</li> <li>Identify Azure Machine Learning assets</li> <li>Train models in the workspace</li> </ul> <h3>6 - Explore developer tools for workspace interaction</h3> <ul> <li>Explore the studio</li> <li>Explore the Python SDK</li> <li>Explore the CLI</li> </ul> <h3>7 - Make data available in Azure Machine Learning</h3> <ul> <li>Understand URIs</li> <li>Create a datastore</li> <li>Create a data asset</li> </ul> <h3>8 - Work with compute targets in Azure Machine Learning</h3> <ul> <li>Choose the appropriate compute target</li> <li>Create and use a compute instance</li> <li>Create and use a compute cluster</li> </ul> <h3>9 - Work with environments in Azure Machine Learning</h3> <ul> <li>Understand environments</li> <li>Explore and use curated environments</li> <li>Create and use custom environments</li> </ul> <h3>10 - Find the best classification model with Automated Machine Learning</h3> <ul> <li>Preprocess data and configure featurization</li> <li>Run an Automated Machine Learning experiment</li> <li>Evaluate and compare models</li> </ul> <h3>11 - Track model training in Jupyter notebooks with MLflow</h3> <ul> <li>Configure MLflow for model tracking in notebooks</li> <li>Train and track models in notebooks</li> </ul> <h3>12 - Run a training script as a command job in Azure Machine Learning</h3> <ul> <li>Convert a notebook to a script</li> <li>Run a script as a command job</li> <li>Use parameters in a command job</li> </ul> <h3>13 - Track model training with MLflow in jobs</h3> <ul> <li>Track metrics with MLflow</li> <li>View metrics and evaluate models</li> </ul> <h3>14 - Perform hyperparameter tuning with Azure Machine Learning</h3> <ul> <li>Define a search space</li> <li>Configure a sampling method</li> <li>Configure early termination</li> <li>Use a sweep job for hyperparameter tuning</li> </ul> <h3>15 - Run pipelines in Azure Machine Learning</h3> <ul> <li>Create components</li> <li>Create a pipeline</li> <li>Run a pipeline job</li> </ul> <h3>16 - Register an MLflow model in Azure Machine Learning</h3> <ul> <li>Log models with MLflow</li> <li>Understand the MLflow model format</li> <li>Register an MLflow model</li> </ul> <h3>17 - Create and explore the Responsible AI dashboard for a model in Azure Machine Learning</h3> <ul> <li>Understand Responsible AI</li> <li>Create the Responsible AI dashboard</li> <li>Evaluate the Responsible AI dashboard</li> </ul> <h3>18 - Deploy a model to a managed online endpoint</h3> <ul> <li>Explore managed online endpoints</li> <li>Deploy your MLflow model to a managed online endpoint</li> <li>Deploy a model to a managed online endpoint</li> <li>Test managed online endpoints</li> </ul> <h3>19 - Deploy a model to a batch endpoint</h3> <ul> <li>Understand and create batch endpoints</li> <li>Deploy your MLflow model to a batch endpoint</li> <li>Deploy a custom model to a batch endpoint</li> <li>Invoke and troubleshoot batch endpoints</li> </ul></div>

Azure Machine Learning

DP-100T01 Designing and Implementing a Data Science Solution on Azure

<strong>This course is intended for beginner-level individuals who are fascinated about quantum computing and want to learn more about it. It uses Jupyter notebook and IBM Qiskit tool to execute your learning into the actual computation.</strong>
        <p>Quantum computers could help the development of new breakthroughs in science, medications, machine learning, material science, and finance, which will help mankind become the best civilization in the whole universe. In fact, quantum computing is so powerful that no one knows how to use its true potential and till now, no quantum algorithm is perfect. The hardware and code are still in development stages, providing great opportunities in the future for quantum computing professionals.

This course starts by introducing you to the basics of current classical computing technology that is based on bits/binary digits (0 and 1) and quantum computing (qubits), and how it is way much more advanced than earlier. Then you will install and get tested on working with the Jupyter notebook and IBM Qiskit in order to execute codes. Lastly, you will learn all the quantum computing concepts and their execution simultaneously in a much leaner, simpler, and more concise format.

By the end of this course, you will learn the basics of quantum computing through implementing it via IBM Qiskit, and you could be able to contribute yourself to the domain that is still in the development phase and be a part of great opportunities in the future for quantum computing professionals.

The resource files are uploaded on the GitHub repository at https://github.com/PacktPublishing/Dummies-Guide-to-Practical-Quantum-Computing-with-IBM-Qiskit</p>
        <h2>What You Will Learn</h2><p>Learn essential details about quantum mechanics<br>Install and test Qiskit, the quantum framework by IBM<br>Code quantum circuit using Pauli x-gate and other gates<br>Learn eigenvalue and eigenvectors<br>Create a multi-qubit circuit using single-qubit gates<br>Learn the Deutsch-Jozsa (DJ) algorithm, which demonstrates quantum parallelism</p>
        <h2>Audience</h2><p>The course is best suited for beginners who want to start with practical quantum computing concepts.<br><br>Basic computer knowledge and enthusiasm about quantum computing are the only prerequisites to excel and extract the most out of this course.</p>
        <h2>Approach</h2><p>This course is divided into smaller modules followed by hands-on examples performed on IBM Qiskit documentation. Almost all of the illustrations and examples used in this course are from the IBM Qiskit documentation website, which may be further referred to at any point of time in the future.</p>
        <h2>Key Features</h2><p>Learn and understand about general quantum computing based on IBM Qiskit documentation * Learn quantum key distribution, which utilizes the unique properties of quantum systems * Learn quantum teleportation used for transferring quantum information from a sender to a receiver</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Dummies-Guide-to-Practical-Quantum-Computing-with-IBM-Qiskit</p>
        <h2>About the Author</h2><h3>Abhilash Nelson</h3><p>Abhilash Nelson is a pioneering, talented, and security-oriented Android/iOS mobile and PHP/Python web application developer with more than 8 years of IT experience involving designing, implementing, integrating, testing, and supporting impactful web and mobile applications. He has a master's degree in computer science and engineering and has PHP/Python programming experience, which is an added advantage for server-based Android and iOS client applications. Abhilash is currently a senior solution architect managing projects from start to finish to ensure high quality and innovative and functional design.</p>
        <h2>Course Outline</h2><h4>1. Course Introduction and Table of Contents</h4><p></p><br><h4>2. Introduction to Quantum Mechanics</h4><p></p><br><h4>3. Classical Bit vs Quantum Qubit</h4><p></p><br><h4>4. Creating, Retaining and Reading out Qubits</h4><p></p><br><h4>5. Vector and Matrix Quantum States</h4><p></p><br><h4>6. Classic Logic Gates Overview</h4><p></p><br><h4>7. Popular Quantum Frameworks</h4><p></p><br><h4>8. Installing Anaconda Python Distribution</h4><p></p><br><h4>9. Installing and Testing Qiskit</h4><p></p><br><h4>10. Pauli X-gate in Qiskit</h4><p></p><br><h4>11. Pauli X-gate input and output customizations</h4><p></p><br><h4>12. Pauli X-gate in Real IBM Quantum Computer</h4><p></p><br><h4>13. Pauli Matrixes as State Vectors</h4><p></p><br><h4>14. Pauli Y-gate Operations</h4><p></p><br><h4>15. Pauli Z-gate</h4><p></p><br><h4>16. Eigen Vectors of XYZ gates</h4><p></p><br><h4>17. Hadamard Gate Introduction</h4><p></p><br><h4>18. Hadamard Gate in Qiskit</h4><p></p><br><h4>19. Hadamard Gate Exercises</h4><p></p><br><h4>20. H gate in Real Quantum Computer</h4><p></p><br><h4>21. R phi Gate</h4><p></p><br><h4>22. S and T Gates</h4><p></p><br><h4>23. U and I Gates</h4><p></p><br><h4>24. Multi Qubit states introduction</h4><p></p><br><h4>25. Representing Multi Qubit States</h4><p></p><br><h4>26. Multi Qubit Circuit using Single Qubit Gates - sample circuit 1</h4><p></p><br><h4>27. Multi Qubit Circuit using Single Qubit Gates - sample circuit 2</h4><p></p><br><h4>28. CNOT gate with classical Qubits</h4><p></p><br><h4>29. CNOT gate with control qubit superposition</h4><p></p><br><h4>30. CNOT gate with control qubit superposition - In Real Quantum Computer</h4><p></p><br><h4>31. CNOT gate with both qubit superposition</h4><p></p><br><h4>32. CNOT gate with both qubit superposition target x</h4><p></p><br><h4>33. CNOT Circuit Identities</h4><p></p><br><h4>34. CZ Circuit Identity</h4><p></p><br><h4>35. CY Circuit Identity</h4><p></p><br><h4>36. SWAP Circuit Identity</h4><p></p><br><h4>37. Toffoli Gate</h4><p></p><br><h4>38. Toffoli Circuit Identity</h4><p></p><br><h4>39. DJ Problem Overview</h4><p></p><br><h4>40. DJ Algorithm Design</h4><p></p><br><h4>41. DJ Algorithm Implementation</h4><p></p><br><h4>42. Quantum Cryptography : Quantum Key Distribution</h4><p></p><br><h4>43. Quantum Teleportation Theory</h4><p></p><br><h4>44. Further Learning and Resources</h4><p></p>

Qiskit

Quantum Computing

Programming

This course is intended for beginner-level individuals who are fascinated about quantum computing and want to learn more about it. It uses Jupyter notebook and IBM Qiskit tool to execute your learning into the actual computation.

Beginners' Guide to Practical Quantum Computing with IBM Qiskit

<div>
	<h3><strong>Description:</strong></h3>
<p><span><strong>Microsoft OneNote 2016</strong> has modernized the look of the tabs to match the rest of the Office 2016 suite of applications and has added some new features that make this the go-to application for note-taking.</span></p>
<p><span>This <strong>Microsoft OneNote 2016</strong> covers different features of the interface, shows users how to print, covers some simple scenarios, and examine the basics of formatting. When you will complete the course you will be comfortable creating a new OneNote notebook, customizing the interface, entering information into OneNote from the variety of sources, and using OneNote's collaboration tools.</span></p>
<p><span>Joining this course will help you to improve your skills.</span></p>
<h3><b>Learning Outcomes:</b></h3>
<ul>
<li><span>Getting used to the user interface, creating notebooks, using templates, and customizing the interface</span></li>
<li><span>Add images, tables, audio, video, Quick Notes and links; modify notebook formatting, and utilize tags, symbols, drawing tools and pen options</span></li>
<li><span>Save and export content while using alternate file types, managing notebook recycle bins and backups</span></li>
<li><span>Integrating other Microsoft programs with OneNote such as Excel and Visio through working with spreadsheets, diagrams and other embedded files</span></li>
<li><span>Sharing and collaborating on notebooks through sending them and Outlook integration</span></li>
<li><span>Finalizing notebooks through proofing and print settings, configuring notebook settings, properties and security</span></li>
<li><span>Conducting searches on notebooks</span></li>
</ul>
<h3><b>Assessment:</b></h3>
<ul>
<li><span>At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not.</span></li>
<li><span>Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam.</span></li>
</ul>
<h3><b>Certification:</b></h3>
<ul>
<li><span>After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement.</span></li>
<li><span>Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24.</span></li>
</ul>
<h3><b>Who is this Course for?</b></h3>
<p><b>Microsoft OneNote 2016 </b><span>is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills.</span></p>
<p><span>As there is no experience and qualification required for this course, it is available for all students from any academic background.</span></p>
<h3><b>Requirements</b></h3>
<p><span>Our</span><b> Microsoft OneNote 2016</b><span> is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation.</span></p>
<h3><b>Career Path</b></h3>
<p><span>After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market.</span></p>
		</div><table width="100%">				<tbody><tr>
					<td colspan="4">Exploring Notebook Structure</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Navigate the OneNote 2016 Environment</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Create a Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Use Predesigned Templates for OneNote Notebooks</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Customize the User Interface</td>
					<td> </td>
					<td><span><i></i> 02:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Adding Content and Formats to a OneNote Notebook</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Modify Formatting in a Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Add Images to a Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Add Tables to a Notebook</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Add Audio and Video to a Notebook</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Add Quick Notes and Links</td>
					<td> </td>
					<td><span><i></i> 01:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Use Tags, Symbols, Drawing Tools, and Pen Options</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Managing OneNote Notebooks, History, and Backups</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Save and Export Content and Use Alternate File Types</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Manage Notebook Recycle Bins and Backups</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Working with Embedded Files</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Work with Excel Spreadsheets and Visio Diagrams</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Work with Embedded Files</td>
					<td> </td>
					<td><span><i></i> 00:45:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Sharing and Collaborating with Notebooks</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Send a Notebook and Use Outlook Integration</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Share and Collaborate on Notebooks</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Finalizing a Notebook</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Finalize a Notebook Using Proofing and Print Settings</td>
					<td> </td>
					<td><span><i></i> 01:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Configure Notebook Properties and Security</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Search Notebooks</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Activities</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Activities - Microsoft OneNote 2016</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Mock Exam</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Mock Exam- Microsoft OneNote 2016</td>
					<td> </td>
					<td><span><i></i> 00:20:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Final Exam</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Final Exam- Microsoft OneNote 2016</td>
					<td> </td>
					<td><span><i></i> 00:20:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Order Your Certificate and Transcript</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Order Your Certificates and Transcripts</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
				</tbody></table>

Microsoft Onedrive

Microsoft OneNote 2016

<div>
					<div>
								<section>
						<div>
							<div>
					<div>
			<div>
							<div>
						<div>
				<div>
					</div>
				</div>
						</div>
					</div>
		</div>
								</div>
					</div>
		</section>
							</div>
				</div>
			<p><span>Microsoft OneNote is a free-form note-taking application helps to take digital notes and keep them organized. It also allows you to add images, diagrams, audios, videos, and so on. OneNote can access from both the desktop or mobile devices.</span></p>
<p><span>The </span><b>Office 365 OneNote Online</b><span> course is intended for beginners to demonstrate the basics of OneNote Online in Office 365, including how to create a notebook and add content efficiently. This course teaches you everything from essential notes to drawings, links and embedded files and data. OneNote notebook contains pages and sections, related to a multi-subject notebook. You'll also learn to navigate and create notebooks, edit, share and print notes quite comfortably.</span></p>
<div>
<div>
<div>
<div>
<div>
<div>
<div>
<h3><strong>What Will I Learn?</strong></h3>
<ul>
<li><span>Work with OneNote</span></li>
<li>Create a New Notebook</li>
<li>Add and Format Content</li>
<li><span>Use Search</span></li>
</ul>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div>
<h3><strong>Requirements</strong></h3>
</div>
<div>
<div>
<div>
<div>
<div>
<ul>
<li>Basic Computer Skills</li>
</ul>
</div>
</div>
</div>
</div>
</div><table>				<tbody><tr>
					<td colspan="4">Introduction</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Introduction</td>
					<td><span>FREE</span> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Working with OneNote</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Overview of OneNote</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Creating a New Notebook</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Navigating in OneNote</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Adding Sections and Pages to a Notebook</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Adding Content</td>
					<td> </td>
					<td><span><i></i> 00:08:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Formatting Content</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Using Tags</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Using Search</td>
					<td> </td>
					<td><span><i></i> 00:04:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Sharing &amp; Printing a Notebook</td>
					<td> </td>
					<td><span><i></i> 00:06:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Using Immersive Reader</td>
					<td> </td>
					<td><span><i></i> 00:05:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Conclusion</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Course Recap</td>
					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Course Certification</td>
				</tr>
				</tbody></table>

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