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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

Embark on a transformative journey into the realm of app creation with our course, 'Master the Basics of Microsoft Power Apps.' Unleash your creativity and empower yourself to build dynamic, functional apps without the need for complex coding. The course begins with a seamless introduction to Power Apps, guiding you through the process of creating a data source in Excel and crafting your very own app. Dive into the intricacies of app previewing, tree view navigation, and property editing, gaining the confidence to shape your digital ideas into reality. With lessons on actions, screen insertion, and app distribution, this course ensures you master the fundamentals of Power Apps effortlessly. Whether you're a budding entrepreneur, a tech enthusiast, or someone with a passion for innovation, this course is your gateway to app development excellence. Learning Outcomes Gain a solid understanding of Microsoft Power Apps, from setup to app creation. Create and manage data sources seamlessly using Excel, enhancing your app's functionality. Navigate through the app creation process, mastering features like tree view and property editing. Develop the skills to insert new items, screens, and define actions for a dynamic user experience. Learn how to save, distribute, and even adapt your app for mobile usage, ensuring its accessibility across platforms. Why choose this Master the Basics of Microsoft Power Apps course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Master the Basics of Microsoft Power Apps course for? Aspiring entrepreneurs looking to create their own apps without extensive coding. Individuals interested in exploring the world of app development in a user-friendly environment. Small business owners seeking cost-effective solutions for digital tools. Students and beginners in tech eager to delve into app creation. Innovators and dreamers with ideas waiting to be turned into functional applications. Career path App Developer: £30,000 - £50,000 Business Solutions Analyst: £35,000 - £55,000 Entrepreneur/Startup Founder: Earnings vary based on business success Digital Innovation Specialist: £35,000 - £55,000 IT Consultant: £40,000 - £60,000 Technology Solutions Architect: £45,000 - £70,000 Prerequisites This Master the Basics of Microsoft Power Apps does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Master the Basics of Microsoft Power Apps 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. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Master The Basics Of Microsoft Power Apps Lesson 01: Get Power Apps 00:05:00 Lesson 02: Create Excel Data Source 00:02:00 Lesson 03: Creating the App 00:02:00 Lesson 04: Previewing the App 00:06:00 Lesson 05: Tree View 00:03:00 Lesson 06: Edit Properties 00:04:00 Lesson 07: Insert New Item 00:03:00 Lesson 08: Insert New Screen 00:04:00 Lesson 09: Actions 00:08:00 Lesson 10: Additional Options 00:01:00 Lesson 11: Save and Distribute the App 00:04:00 Lesson 12: Mobile App 00:02:00

Are you interested in pursuing a career in the Computer Science Advanced Diploma industry or learning more about it? If yes, then you have come to the right place. Our comprehensive courses on Computer Science Advanced Diploma will assist you in producing the best possible outcome by learning the Computer Science Advanced Diploma skills. The Computer Science Advanced Diploma bundle is for those who want to be successful. In the Computer Science Advanced Diploma bundle, you will learn the essential knowledge needed to become well versed in Computer Science Advanced Diploma. Why would you choose the Computer Science Advanced Diploma course from Compliance Central: Lifetime access to Computer Science Advanced Diploma courses materials Full tutor support is available from Monday to Friday with the Computer Science Advanced Diploma course Learn Computer Science Advanced Diploma skills at your own pace from the comfort of your home Gain a complete understanding of Computer Science Advanced Diploma course Accessible, informative Computer Science Advanced Diploma learning modules designed by expert instructors Get 24/7 help or advice from our email and live chat teams with the Computer Science Advanced Diploma bundle Study Computer Science Advanced Diploma in your own time through your computer, tablet or mobile device Our Computer Science Advanced Diploma bundle starts with the basics of Computer Science Advanced Diploma and gradually progresses towards advanced topics. Therefore, each lesson of this Computer Science Advanced Diploma is intuitive and easy to understand. Courses in this Computer Science Advanced Diploma Bundle: Course 01: Computer Science with Python Course 02: Diploma in Front-End Web Development (HTML, CSS, & Bootstrap) Course 03: It: Ethical Hacking, IT Security and IT Cyber Attacking Course 04: Data Science and Visualisation with Machine Learning Course 05: Info Graphics Web Design - Affinity Designer Training Course 06: Website Hacking From Scratch Course 07: Web Application Penetration Testing Course Course 08: Excel Add-in with C# VSTO and Web Course 09: C++ Programming for Absolute Beginnerss Course 10: Computer Vision: C++ and OpenCV with GPU support Course 11: Learning Effective UX Designs Course 12: C++ Coding Masterclass CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Computer Science Advanced Diploma bundle helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Computer Science Advanced Diploma. Requirements To enrol in this Computer Science Advanced Diploma course, all you need is a basic understanding of the English Language and an internet connection. Career path The Computer Science Advanced Diploma bundle will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Computer Science Advanced Diploma. Certificates 12 CPD Accredited PDF Certificate Digital certificate - Included Each CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD accredited hard copy certificates are available for £10.79 each Delivery Charge for Each Hard Copy Certificates: Inside the UK: Free Outside of the UK: £9.99 each

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Introduction Introduction 00:02:00 Who We Are 00:05:00 Different Type of Memories in PIC Microcontroller Different Type of Memories in PIC Microcontroller 00:04:00 Special Function Register EEPROM Special Function Register 00:06:00 EECON1 and EECON2 Registers 00:06:00 Reading/Writing Data to/From EEPROM Memory Reading Data from EEPROM Memory 00:02:00 Writing Data to EEPROM Memory 00:05:00 EEPROM Read and Write Functions EEPROM Read and Write Functions 00:04:00 Software Requirements Download And Install Proteus Software Free 00:11:00 Download and Install MikroC Pro 00:11:00 Practical Example Coding EEPROM Write and Read Example 00:08:00 Practical Circuit Assembly and Working Mechanism Explained 00:15:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

The course is crafted to reflect the most in-demand workplace skills. It will help you understand all the essential concepts and methodologies with regards to PySpark. This course provides a detailed compilation of all the basics, which will motivate you to make quick progress and experience much more than what you have learned.

An intermediate-level course that will help you improve your Power BI skills and become an expert data analyst or data scientist. The course is carefully structured to provide an in-depth understanding of Microsoft Power BI and its features, along with some important tips and tricks.

From installation and project creation to writing tests with JUnit, Mockito, and Hamcrest, this course will cover all the important concepts that you need to get up and running with unit testing.

The course is intended to help design and implement industry-standard frameworks using Appium with TestNG Maven, Jenkins, GitHub, Apache Log4J2, and Extent Reports.

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Arduino Crash Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Arduino Crash Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Arduino Crash Course  has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Arduino Crash Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Arduino Crash Course? 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 Arduino Crash Course 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 Arduino Crash 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 Arduino Crash Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Arduino Crash Course 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 Arduino Crash Course is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 1: Introduction & Requirements Unit 1: Introduction 00:01:00 Unit 2: Instructor's Introduction 00:05:00 Unit 3: What is Arduino 00:02:00 Section 2: Objective to Remember Unit 1: The Holes in Board 00:01:00 Unit 2: Working Procedure 00:01:00 Unit 3: The Breadboard 00:05:00 Section 3: Thinking Process of Arduino Unit 1: Thinking Process of Arduino 00:06:00 Section 4: Making a Circuit Unit 1: Putting Together a Circuit 00:04:00 Section 5: Coding Arduino Unit 1: Cut and Paste Coding 00:12:00 Section 6: More About Circuit Diagram Unit 1: Circuit Diagram 00:03:00 Section 7: Practical Work Unit 1: Inputs: Buttons 00:04:00 Unit 2: Analog Input: IR sensor 00:04:00 Unit 3: Analog Input: Potentiometer 00:09:00 Assignment Assignment - Arduino Crash Course 00:00:00

Description: All businesses these days have a website that they want to use in order to promote their ideology and products to a mass customer base. In order to build these websites they often have to contact outside hires, which takes more money and requires a constant line of open communication in order to reach the desired outcome. But now you can avoid these complicated processes, because this Diploma in Web Design course can help you build your own website. This course covers a lot of ground, and initially starts with giving your website design ideas for your business. Next your look into domain suffixes, understand design terminology, and also get in explanation into CSS. You will also find out about building websites for free, get advices for website design for beginners and how to use Dreamweaver or CoffeeCup. There are many dos and don'ts for website creation which you can learn about from this course along with SEO basics and so much more. The course is filled with ideas and tips that will help you design websites professionally if you want to, and you will be able to further your knowledge with the coding section that addresses HTML and CSS basics. Who is the course for? Any individual who needs superb website designing without being dependent on another web designer. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: 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. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: 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 a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Web Developer Web Designer Programmer. Diploma in Web Design The Best Website Design for Your Business 01:00:00 What's in a Domain Suffixes 00:31:00 Website Design Terminology 01:00:00 CSS Explanation 01:00:00 Website Designs & Power Stations 01:00:00 How Can I Build my Website for Free 01:00:00 Six Steps to Website Design for Beginners 01:00:00 Dreamweaver or CoffeeCup for Website Design 01:00:00 Using Dreamweaver to Create your Site Layout 00:30:00 Three Crucial Steps to Creating Your Website 01:00:00 Dos and Don'ts of Website Creation9 01:00:00 SEO Basics for Effective Website Design 01:30:00 Ideas for Your Internet Business Website Design 01:00:00 Immediately Applicable Design Tips for a User-Friendly Website 01:00:00 6 Best Reasons to Create a Website 01:00:00 Common Mistakes in Website Design 01:00:00 Too Much or Too Little 00:30:00 Why Successful Website Development is Committed to Design 01:00:00 Ideas for Your Personal Website Design 01:00:00 How to Create a Social Networking Website to Enhance your Business 01:00:00 Tips for Designing an Affiliate Website 01:00:00 How to Use WordPress for your Website 01:30:00 Top 14 Reasons to Create a Blog 00:30:00 Tips for Designing a Successful Blog 00:30:00 More Tips Ahead 00:30:00 Basic Coding for Web Development HTML Basics 00:30:00 CSS Basics 01:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Diploma in Web Design 00:20:00 Final Exam Final Exam- Diploma in Web Design 00:20:00