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This course is a perfect supplement for ML enthusiasts. If you are only just beginning your adventures in machine learning and want to know the basics of statistics and regression used for machine learning, then go for it. Discover how you can level up and gain confidence to implement statistical methods and regression in machine learning with Python.

Description: Originally created in 1988, Photoshop has come a long way and become the industry titan in image editing. After acquisition of the software, the folks down at Adobe have been able to push the limits of this program and now with the help of this Adobe Photoshop CS3 Advanced Level, you can learn to utilize it too. This course will help you learn about Adobe add-ons, utilize smart objects, discover web image applications and study advanced topics - like photography tools, colour tools and printing features. If you would like to learn about this software in more detail, then get this course immediately. Learning Outcomes: Understanding device central, opening it and choosing a device Understanding plug-ins, reviewing installed plug-ins, accessing more plug-ins and using them Opening and working with PDF documents in Photoshop, working with PDF documents, saving them, adding security controls and creating PDF presentation Setting up your preferences, using adobe presets, opening the preset manager, saving and loading presents Understanding smart objects, converting layers to smart objects, creating them via copying and from files Editing smart object contents, replacing the contents, resizing objects and exporting smart objects Saving for the Web, Optimizing JPEG and GIF Images, using zoomify options and creating rollovers Creating simple frame animations, playing the frames, managing them, enhancing animation with tweening and saving animations Utilizing slices in a variety of different ways Using photomerge, understanding HDR and creating HDR images Understanding Grayscale, converting images to grayscale, using spot colour, working with colour balance and variations Soft proofing images, printing colour separations, creating contact sheet and picture package  Assessment: 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. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Adobe Photoshop CS3 Advanced Level is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Adobe Photoshop CS3 Advanced Level 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. Career Path 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. Add-Ons to Adobe Using Device Central 00:15:00 Working with Plug-ins 00:15:00 Photoshop and PDF Documents 00:30:00 Photoshop Options 00:15:00 Smart Objects Basics of Smart Objects 00:15:00 Editing Smart Objects 00:15:00 Web Images Creating Web Images 00:10:00 Creating Frame Animations 00:30:00 Using Slices 01:00:00 Advanced Topics Advanced Photography Tools 00:15:00 Advanced Color Tools 00:30:00 Advanced Printing Features 00:30:00 Mock Exam Mock Exam- Adobe Photoshop CS3 Advanced Level 00:20:00 Final Exam Final Exam- Adobe Photoshop CS3 Advanced Level 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

Every successful organisation around the world relies on effective process management. Process managers are responsible for planning, implementing, monitoring, assessing, and optimising a wide range of critical processes, regardless of the size, nature, or objectives of the business. Process management is a position of unique responsibility because it directly contributes to the success or failure of the business as a whole. At the same time, it offers ambitious professionals the opportunity for limitless career advancement. Business process managers with advanced skills and competencies are in high demand worldwide. This Business Process Management : BPM course will give you a thorough understanding of Business Process Management by introducing key concepts, strategies, and in-depth information. This Business Process Management : BPM course will provide real-world knowledge and expertise from industry professionals and practitioners. This exclusive Business Process Management : BPM course is beneficial to both newcomers and existing workforce members. Learning Outcomes After completing Business Process Management : BPM course, the learner will be able to: Understand business process management and related concepts. Understand the evolution of enterprise systems architectures. Understand business process modelling foundation. Have a thorough understanding of process orchestrations and process choreographies. Understand the properties of business processes. Gain in-depth knowledge of architectures and methodologies. Understand business-process management methodology. Why Choose Business Process Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Other Benefits of this Course Free One PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate will provide as soon as completing the Business Process Management : BPM course ] Course Curriculum *** Business Process Management : BPM *** Module 1: Introduction to Business Process Management Motivation and Definitions Business Process Lifecycle Classification of Business Processes Module 2: Evolution of Enterprise Systems Architectures Traditional Application Development Enterprise Applications and their Integration Enterprise Modelling and Process Orientation Workflow Management Enterprise Services Computing Module 3: Business Process Modelling Foundation Conceptual Model and Terminology Abstraction Concepts From Business Functions to Business Processes Process Models and Process Instances Process Interactions Modelling Process Data Modelling Organisation Modelling Operation Module 4: Process Orchestrations Control-Flow Patterns Petri Nets Event-driven Process Chains Workflow Nets Graph-Based Workflow Language Module 5: Process Choreographies Development Phases Choreography Design Process Choreography Implementation Module 6: Properties of Business Processes Data Dependencies Object Lifecycle Conformance Structural Soundness Soundness Module 7: Architectures and Methodologies Workflow Management Architectures Flexible Workflow Management Web Services and their Composition Module 8: Business Process Management Methodology Methodology Overview Phases in Detail ------------------------- Assessment Method After completing each module of the Business Process Management : BPM, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for Business Process Management : BPM course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Business Process Management : BPM course is ideal for anyone who desires to enhance their business process-management skills. Requirements There are no specific requirements for this Business Process Management : BPM because it does not require any advanced knowledge or skills. Career path After completing this Business Process Management : BPM course, you will have the knowledge to start a career as: Business Process Manager Business Analyst Entrepreneur Business Owner Certificates Certificate of completion Digital certificate - Included

Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This Land Surveying & Property Management will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Land Surveying & Property Management will help you keep ahead of the pack. The Land Surveying & Property Management incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this Land Surveying & Property Management will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Land Surveying & Property Management, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Land Surveying & Property Management course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Land Surveying & Property Management Bundle Consists of the following Premium courses: Course 01: Land Surveying Course 02: Building Surveying and Construction Management Diploma Course 03: Construction Industry Scheme (CIS) Course 04: Property Law and Legislation Course 05: Property Development Diploma Course 06: Property & Estate Agent Course 07: Social Housing and Tenant Management Level 2 Course 08: AutoCAD VBA Programming - Beginner course Course 09: Budgeting and Forecasting Course 10: Environmental Health Course 11: Decision Making and Critical Thinking So, enrol now to advance your career! Benefits you'll get choosing Apex Learning: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum of Bundle Course 01: Land Surveying Introduction Basics Instrumentation Methods and Techniques Topographic Surveying and Mapping Boundary Surveying Surveying Health and Safety Course 02: Building Surveying and Construction Management Diploma Construction Cost Estimation Building Surveyor Training Course 03: Construction Industry Scheme (CIS) Module 01: Construction Industry Scheme (CIS) Module 02: Coverage of the Scheme Module 03: Contractors and Registration for the Scheme Module 04: Verification Process Module 05: The CIS Returns Course 04: Property Law and Legislation Module 01: Introduction to Property Law Module 02: Land Law Principles- Rights and Interests Module 03: Registered and Unregistered Land Module 04: Ownership and Possession of the Property Module 05: Co-Ownership in Property Course 05: Property Development Diploma Module 01: Introduction to Property Development Module 02: Different Types of Property Module 03: Property Research Module 04: Property and the Law Module 05: Different Methods of Finance Option Course 06: Property & Estate Agent Module 01 - Estate Agent: An Introduction Module 02 - Different Types of Estate Agents Module 03 - Getting Started on the Job Module 04 - Listing Property: Finding the Sellers Module 05 - Valuation Process Course 07: Social Housing and Tenant Management Level 2 Introduction to Social Housing Tenant Selection and Tenant Management Managing Rental Income and Arrears Maintenance, Safety, and Security of Social Housing Resident Involvement in Social Housing Dealing with Anti-Social Behaviours Career Prospects of Social Housing Manager Course 08: AutoCAD VBA Programming - Beginner course Unit 01: Introduction Unit 02: VBA Integrated Development Environment (IDE) Unit 03: Understanding AutoCAD Object Model in VBA Unit 04: Using Variables in VBA Unit 05: User Forms and Controls Course 09: Budgeting and Forecasting Unit-1. Introduction Unit-2. Detail Budget Requirement Unit-3. Process of Making Budget Course 10: Environmental Health Module 01: Intro to Environmental Health Module 02: Waste, Pollution and Pollutants Module 03: Environment, Pollution, Climate Change and Health Module 04: Recovering Resources and Managing Waste Module 05: Food Waste Course 11: Decision Making and Critical Thinking Module 01: Introduction to Critical Thinking Module 02: Critical Thinking and the Judgment of Claims Module 03: Benefits and Barriers of Critical Thinking Module 04: Importance of Critical Thinking Module 05: Recognising a Critical Thinker CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Land Surveying & Property Management bundle. Requirements This Land Surveying & Property Management course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Land Surveying) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Overview of Intermediate Python Coding Join our Intermediate Python Coding course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Intermediate Python Coding course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Intermediate Python Coding course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Intermediate Python Coding Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Intermediate Python Coding. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Intermediate Python Coding course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Intermediate Python Coding is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Intermediate Python Coding course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Intermediate Python Coding Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Frequently Asked Questions (FAQ's) Q. How do I purchase a course? 1. You need to find the right course on our IOMH website at first. You can search for any course or find the course from the Courses section of our website. 2. Click on Take This Course button, and you will be directed to the Cart page. 3. You can update the course quantity and also remove any unwanted items in the CART and after that click on the Checkout option and enter your billing details. 4. Once the payment is made, you will receive an email with the login credentials, and you can start learning after logging into the portal. Q. I have purchased the course when will I be able to access the materials? After purchasing the course, you should receive an email with the login credentials within 24 hours. Please check your spam or junk folder if you didn't receive it in your inbox. You can access your courses by logging into your account. If you still need any assistance, please get in touch with our Customer Support team by providing the details of your purchase. Q. I haven't received my certificate yet. What should I do? You should receive your Digital Certificate within 24 hours after placing the order, and it will take 3-9 days to deliver the hard copies to your address if you are in the UK. For International Delivery, it will take 20-25 days. If you require any assistance, get in touch with our dedicated Customer Support team, and your queries/issues will be dealt with accordingly. Q. I don't have a credit/debit card, what other methods of payment do you accept? You can make the payment using PayPal or you can Bank Transfer the amount. For Bank transfer you will require an invoice from us and you need to contact our Customer Support team and provide details of your purchase to get the invoice. After that, you will receive an email with the invoice and bank details and you can make the payment accordingly. Q. Can I do the courses from outside UK? We are an online course provider, and learners from anywhere in the world can enrol on our courses using an internet-connected device. Q. When I log into the account it says 'Contact Administrator'. To resolve this issue, please log out of your account and then log back in. Course Curriculum Section 01: Introduction Course Introduction 00:02:00 Course Curriculum 00:05:00 How to get Pre-requisites 00:02:00 Getting Started on Windows, Linux or Mac 00:01:00 How to ask Great Questions 00:02:00 Section 02: Class Introduction to Class 00:07:00 Create a Class 00:09:00 Calling a Class Object 00:08:00 Class Parameters - Objects 00:05:00 Access Modifiers(theory) 00:10:00 Summary 00:02:00 Section 03: Methods Introduction to methods 00:06:00 Create a method 00:07:00 Method with parameters 00:12:00 Method default parameter 00:06:00 Multiple parameters 00:05:00 Method return keyword 00:04:00 Method Overloading 00:05:00 Summary 00:02:00 Section 04: OOPs Object-Oriented Programming Introduction to OOPs 00:05:00 Classes and Objects 00:08:00 Class Constructors 00:07:00 Assessment Test1 00:01:00 Solution for Assessment Test1 00:03:00 Summary 00:01:00 Section 05: Inheritance and Polymorphism Introduction 00:04:00 Inheritance 00:13:00 Getter and Setter Methods 00:12:00 Polymorphism 00:13:00 Assessment Test2 00:03:00 Solution for Assessment Test2 00:03:00 Summary 00:02:00 Section 06: Encapsulation and Abstraction Introduction 00:03:00 Access Modifiers (public, protected, private) 00:21:00 Encapsulation 00:07:00 Abstraction 00:07:00 Summary 00:02:00 Section 07: Python Games for Intermediate Introduction 00:01:00 Dice Game 00:06:00 Card and Deck Game Playing 00:07:00 Summary 00:01:00 Section 08: Modules and Packages Introduction 00:01:00 PIP command installations 00:12:00 Modules 00:12:00 Naming Module 00:03:00 Built-in Modules 00:03:00 Packages 00:08:00 List Packages 00:03:00 Summary 00:02:00 Section 09: Working Files with Pandas Introduction 00:02:00 Reading CSV files 00:11:00 Writing CSV files 00:04:00 Summary 00:01:00 Section 10: Error and ExceptionHandling Introduction 00:01:00 Errors - Types of Errors 00:08:00 Try - Except Exceptions Handling 00:07:00 Creating User-Defined Message 00:05:00 Try-Except-FinallyBlocks 00:07:00 Summary 00:02:00

Take your REST APIs to a whole new level with this advanced Flask and Python course!

Description Register on the Deep Learning & Neural Networks Python - Keras today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Deep Learning & Neural Networks Python - Keras course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.   Course Content Course Introduction And Table Of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML Or DL For The Next AI Project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation And Sample Program To Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow Library Installation And Sample Program To Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation And Switching Theano And TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps And Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network With Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training And Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding The Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - K-Fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing The Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding The Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing The Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning For Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding The Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing The Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement By Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement By Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement By Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load The Trained Model As JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save And Load Model As YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load And Predict Using The Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load And Predict Using The Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load And Predict Using The Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load And Predict Using The Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction To Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading The Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule Using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Handwritten Digit Recognition Dataset MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model Using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN Using MNIST Large CNN using MNIST 00:09:00 Load And Predict Using The MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction To Image Augmentation Using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation Using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation Using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation Using Rotation And Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding And Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN Using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train And Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load And Predict Using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

The Ultimate Python Training for Beginners is a comprehensive course divided into four sections, guiding learners through the fundamentals of Python, advanced topics, and practical applications, preparing them to become proficient Python programmers. Learning Outcomes: Understand the basics of Python programming, including expressions, variables, and essential data structures like lists, tuples, dictionaries, and sets. Develop proficiency in Python by exploring advanced concepts such as functions, loops (while and for), recursion, error handling, arrays, object-oriented programming (OOP), and file operations. Gain practical experience in data manipulation and analysis with libraries like Numpy, Pandas, Matplotlib, and Scipy, as well as learning web scraping techniques. Why buy this Ultimate Python Training for Beginners? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Ultimate Python Training for Beginners there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Ultimate Python Training for Beginners course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Ultimate Python Training for Beginners does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Ultimate Python Training for Beginners was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Ultimate Python Training for Beginners is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Getting Started Introduction 00:02:00 Hello World! 00:08:00 Expressions & Variables 00:12:00 Practice Questions with Solutions 00:03:00 Section 02: Learners' Spot Math Functions 00:05:00 Strings in Python 00:14:00 Lists in Python 00:05:00 Tuples in Python 00:06:00 Dictionaries in Python 00:05:00 Sets in Python 00:05:00 Section 03: Marathon Journey More on Lists 00:11:00 More on Tuples 00:06:00 More on Strings 00:08:00 More in Dictionary 00:07:00 Comparing in Python 00:04:00 Conditional in Python 00:10:00 Functions in Python 00:16:00 While Loop 00:18:00 Practice Questions with Solutions 00:12:00 For Loop 00:17:00 Recursion 00:06:00 Try - Except Error Handling 00:04:00 Practice Questions with Solutions 00:12:00 Section 04: Expert Path Arrays in Python 00:06:00 OOP in Python 00:14:00 File Operation with Python 00:10:00 Numpy 00:20:00 Pandas 00:36:00 Matplotlib 00:34:00 Scipy 00:30:00 Web Scrapping 00:26:00

Overview This comprehensive course on Adobe Illustrator CC Masterclass will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Adobe Illustrator CC Masterclass comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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. Who is This course for? There is no experience or previous qualifications required for enrolment on this Adobe Illustrator CC Masterclass. It is available to all students, of all academic backgrounds. Requirements Our Adobe Illustrator CC Masterclass 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 10 sections • 54 lectures • 05:26:00 total length •Learning Objectives: 00:03:00 •Understanding Raster: 00:03:00 •A Crash Course In Graphic File Formats: 00:05:00 •Opening, Creating and Working with Multiple Documents: 00:10:00 •A Tour Of The Illustrator Interface: 00:10:00 •Customizing The Illustrator Environment: 00:09:00 •Saving Saving Interface Workspaces: 00:03:00 •Zooming and Navigation Techniques: 00:11:00 •Using Illustrator's Outline Mode: 00:02:00 •Using the Selection Tool: 00:05:00 •Using the Direct Selection Tool: 00:05:00 •Free-Handing Selections With The Lasso Tool: 00:04:00 •Selecting Objects Based On Colour: 00:05:00 •Advanced Selection Techniques: 00:05:00 •Saving and Reloading Selections: 00:04:00 •Drawing Rectangles and Squares: 00:08:00 •Drawing Ovals and Circles: 00:02:00 •Drawing Rounded Rectangles, Polygons and Stars: 00:07:00 •Drawing Lines, Arcs and Grids: 00:05:00 •Drawing With The Pencil Tool (And Erasing Mistakes): 00:06:00 •Understanding Vector Paths: 00:03:00 •Introducing Illustrator Brushes: 00:09:00 •Using The Blob Brush: 00:06:00 •Moving And Duplicating Objects: 00:05:00 •Scaling, Rotating, Reflecting, Sheering: 00:09:00 •Precisely Transforming And Positioning Objects: 00:07:00 •Precise Positioning Using The Transform Panel: 00:05:00 •Automatically Calculating In The Transform Panel: 00:04:00 •Controlling Stacking Order: 00:03:00 •Grouping And Ungrouping Objects: 00:05:00 •Locking And Hiding: 00:04:00 •Aligning And Spacing Objects Apart: 00:06:00 •Aligning To A Key Object: 00:02:00 •Methods For Applying Fills And Strokes: 00:11:00 •Setting Stroke Options: 00:05:00 •Creating A Dashed Outline Effect: 00:04:00 •Exploring Illustrator's Swatch Libraries: 00:06:00 •Mixing And Saving Custom Colours: 00:08:00 •Creating, Saving, And Using Custom Gradients: 00:11:00 •Filling Objects With Patterns: 00:04:00 •Copying Fills And Strokes: 00:05:00 •Creating Point And Area Type: 00:06:00 •Importing Large Amounts Of Text: 00:07:00 •Formatting Text: 00:11:00 •Area Type Options: 00:04:00 •Creating Type on a Path: 00:06:00 •Converting Text To Shapes: 00:03:00 •Introducing Layers: 00:09:00 •Using Illustrator's Pathfinders: 00:06:00 •Applying Special Effects: 00:12:00 •Exploring The Appearance Pane: 00:07:00 •Saving Your Work In Different File Formats: 00:08:00 •Saving Your Work For The Web: 00:08:00 •Where to Go From Here: 00:05:00