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Overview This Nutrition : Build Your Diet Plan course will unlock your full potential and will show you how to excel in a career in Nutrition : Build Your Diet Plan. So upskill now and reach your full potential. Everything you need to get started in Nutrition : Build Your Diet Plan is available in this course. Learning and progressing are the hallmarks of personal development. This Nutrition : Build Your Diet Plan will quickly teach you the must-have skills needed to start in the relevant industry. In This Nutrition : Build Your Diet Plan Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Nutrition : Build Your Diet Plan skills to help you advance your career. Acquire a comprehensive understanding of various Nutrition : Build Your Diet Plan topics and tips from industry experts. Learn in-demand Nutrition : Build Your Diet Plan skills that are in high demand among UK employers, which will help you to kickstart your career. This Nutrition : Build Your Diet Plan course covers everything you must know to stand against the tough competition in the Nutrition : Build Your Diet Plan field.  The future is truly yours to seize with this Nutrition : Build Your Diet Plan. Enrol today and complete the course to achieve a Nutrition : Build Your Diet Plan certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Nutrition : Build Your Diet Plan course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Nutrition : Build Your Diet Plan course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Nutrition : Build Your Diet Plan course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Nutrition : Build Your Diet Plan is suitable for anyone aspiring to start a career in Nutrition : Build Your Diet Plan; even if you are new to this and have no prior knowledge on Nutrition : Build Your Diet Plan, this course is going to be very easy for you to understand.  And if you are already working in the Nutrition : Build Your Diet Plan field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Nutrition : Build Your Diet Plan course is a win-win for you in all aspects.  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 This Nutrition : Build Your Diet Plan course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Nutrition : Build Your Diet Plan 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 Nutrition : Build Your Diet Plan course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Introduction Welcome To The Course & What You Will Learn FREE 00:04:00 Get to Know Your Instructor 00:03:00 Meal Planning Basics Meal Planning Explained 00:04:00 Calories Explained 00:04:00 Micronutrients Introduction 00:01:00 Protein Explained 00:02:00 How much protein do you need to consume per day 00:04:00 Fats explained 00:03:00 How Much Fat Should You Eat Per Day 00:04:00 Carbohydrate Explained 00:03:00 Macronutrients Explained 00:01:00 The Different Types of carbs 00:05:00 How Much Carbs should you eat per day 00:03:00 Meal Timing Intro 2 copy 00:01:00 Protein Timing 00:04:00 Carbohydrate Timing 00:02:00 Fat Timing 00:01:00 Pre-Workout Meal 00:04:00 Post Workout Meal 00:02:00 What About the Anabolic Window 00:01:00 Food Composition Introduction 2 copy 00:02:00 Protein Composition 00:02:00 Carbohydrate Composition 00:03:00 Fat Composition 00:01:00 Supplements Top 3 Beginner Supplements 00:04:00 How to Use Protein Powder When, How Much & With What 00:06:00 How to Use Creatine When,How Much & With What 00:04:00 Other Supplements to consider 00:05:00 Setting Up Your Diet How To Determin Your Optimal Calorie Intake 2 00:03:00 How to Track Calories 00:05:00 Determining Protein Intake 00:01:00 Determining Fat Intake 00:01:00 What About the Ramaining Calories 00:02:00 Determining Meal Structure 00:03:00 Quality Protein Sources 00:01:00 Quality Carbs Sources 00:01:00 Quality Sources Of Fat 00:01:00 Adjusting Your Diet For Weigh Loss & Muscle Gains Adjusting You Diet For Weight Gain 00:04:00 Adjusting Your Diet For Weight Loss 00:05:00 Cheat Days and Cheat Meals 00:05:00 Post Workout Shake 00:02:00 Healthy Dieting Healthy Dieting Intro copy 00:01:00 Dieting myth #1 Carbs are bad for you 00:02:00 Dieting Myth #2 Fat is bad for you 00:02:00 Dieting Myth #3 Protein is bad for you 00:04:00 Dieting Myth #5 Avoid Salt At All Cost 00:01:00 Dieting Myth #6 Eat several small meals throughout the day to lose weight 00:01:00 Dieting Myth #7 Diet Foods Will Lead To Weight Loss 00:01:00 Red Meat Always Causes Cancer 00:03:00 Common Dieting Trends Explained Common Diets Intro Copy 00:01:00 Gluten Free Diet Explained 00:03:00 Paleo Diet Explained 00:04:00 Low Carb Diet Explained 00:03:00 Intermittend Fasting Explained 00:03:00 Vegan Diet Explained 00:05:00 Micronutrients Micronutrients Introduction 00:01:00 Vitamin A 00:02:00 Vitamin B 00:01:00 Vitamin C 00:01:00 Vitamin D 00:02:00 Vitmain E 00:01:00 Vitamin K 00:01:00 Calcium 00:02:00 Magnesium 00:01:00 Phosphorus 00:01:00 Potassium 00:01:00 Sodium 00:01:00 Copper 00:01:00 Iron 00:01:00 Zinc 00:02:00 Water 00:04:00 More Dieting Tips & Strategies Intro Specific dieting tips and strategies 00:01:00 5 Best Supplements to Boost Your Immune System 00:04:00 How to Read a Nutrition Label 00:03:00 How to Do You Own Research 00:04:00

Overview This Power Electronics for Electrical Engineering course will unlock your full potential and will show you how to excel in a career in Power Electronics for Electrical Engineering. So upskill now and reach your full potential. Everything you need to get started in Power Electronics for Electrical Engineering is available in this course. Learning and progressing are the hallmarks of personal development. This Power Electronics for Electrical Engineering will quickly teach you the must-have skills needed to start in the relevant industry. In This Power Electronics for Electrical Engineering Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Power Electronics for Electrical Engineering skills to help you advance your career. Acquire a comprehensive understanding of various Power Electronics for Electrical Engineering topics and tips from industry experts. Learn in-demand Power Electronics for Electrical Engineering skills that are in high demand among UK employers, which will help you to kickstart your career. This Power Electronics for Electrical Engineering course covers everything you must know to stand against the tough competition in the Power Electronics for Electrical Engineering field.  The future is truly yours to seize with this Power Electronics for Electrical Engineering. Enrol today and complete the course to achieve a Power Electronics for Electrical Engineering certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Power Electronics for Electrical Engineering course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Power Electronics for Electrical Engineering course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Power Electronics for Electrical Engineering course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Power Electronics for Electrical Engineering is suitable for anyone aspiring to start a career in Power Electronics for Electrical Engineering; even if you are new to this and have no prior knowledge on Power Electronics for Electrical Engineering, this course is going to be very easy for you to understand.  And if you are already working in the Power Electronics for Electrical Engineering field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Power Electronics for Electrical Engineering course is a win-win for you in all aspects.  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 This Power Electronics for Electrical Engineering course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Power Electronics for Electrical Engineering 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 Power Electronics for Electrical Engineering course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 1- Introduction to Power Electronics Components Module 1- Introduction to Power Electronics 00:13:00 Module 2- Uncontrolled Switches 00:17:00 Module 3- What is the Benefit of Diode 00:06:00 Module 4- Semi-Controlled Switches Part 1 00:09:00 Module 5- Semi-Controlled Switches Part 2 00:14:00 Module 6- Semi-Controlled Switches Part 3 00:05:00 Module 7- What is the Benefit of Thyristor 00:05:00 Module 8- Fully Controlled Switches Part 1 00:17:00 Module 9- Fully Controlled Switches Part 2 00:10:00 Module 10- Fully Controlled Switches Part 3 00:12:00 Unit 2- Fundamentals of Rectifier Circuits Module 1- Overview on Rectifiers 00:02:00 Module 2- Rectifier Definition 00:01:00 Module 3- Half Wave Uncontrolled Rectifier with R Load 00:21:00 Module 4- Example on Half Wave Uncontrolled Rectifier with R Load Part 1 00:06:00 Module 5- Example on Half Wave Uncontrolled Rectifier with R Load Part 2 00:07:00 Module 6- Half Wave Uncontrolled Rectifier with RL Load 00:10:00 Module 7- Derivation of the Discontinuous Current in R-L Load 00:08:00 Module 8- Freewheeling Diode (Commutation Diode) 00:03:00 Module 9- Half Wave R-L Load with FWD 00:09:00 Module 10- Difference Between Continuous and Discontinuous Mode in RL Load 00:07:00 Module 11- Half Wave RL Load with FWD Continuous Mode 00:06:00 Module 12- Example on Half Wave Rectifier with FWD 00:07:00 Module 13- Bridge Full Wave Uncontrolled Rectifier Part 1 00:07:00 Module 14- Bridge Full Wave Uncontrolled Rectifier Part 2 00:05:00 Module 15- Quick Revision on Bridge Full Wave Uncontrolled Rectifier 00:06:00 Module 16- Firing Angle 00:02:00 Module 17- Half Wave Controlled Rectifier R Load 00:05:00 Module 18- Half Wave Controlled Rectifier R-L Load 00:04:00 Module 19- Half Controlled R-L Load with FWD 00:06:00 Module 20- Example 1 00:07:00 Module 21- Example 2 00:08:00 Module 22- Example 3 00:13:00 Module 23- Example 4 00:09:00 Module 24- Example 5 00:05:00 Module 25- Fully Controlled Bridge Rectifier Part 1 00:06:00 Module 26- Fully Controlled Bridge Rectifier Part 2 00:06:00 Module 27- Quick Revision on Bridge Full Wave Controlled Rectifier 00:02:00 Module 28- Example 6 00:08:00 Module 29- Half Controlled Bridge Rectifier 00:08:00 Module 30- Half Controlled Bridge Rectifier with FWD 00:05:00 Module 31- Example 7 00:06:00 Module 32- Example 8 00:07:00 Module 33- Performance Parameters 00:04:00 Module 34- Power Factor 00:04:00 Unit 3- Fundamentals of AC Choppers Module 1- Introduction to AC Choppers 00:02:00 Module 2- Definition of AC Choppers 00:05:00 Module 3- Switching Techniques in AC Choppers 00:06:00 Module 4- Applications on AC Choppers 00:03:00 Module 5- Types of AC Choppers 00:02:00 Module 6- AC Chopper with R Load 00:14:00 Module 7- Example 1 on AC Chopper with R Load 00:06:00 Module 8- Example 2 on AC Chopper with R Load 00:04:00 Module 9- AC Chopper with L Load Part 1 00:13:00 Module 10- AC Chopper with L Load Part 2 00:06:00 Module 11- Example on AC Chopper with L Load 00:08:00 Module 12- AC Chopper with RL Series Load 00:20:00 Module 13- Example on AC Chopper with RL Series Load 00:07:00 Module 14- AC Chopper with RL Parallel Load 00:25:00 Module 15- Example on AC Chopper with RL Parallel Load 00:06:00 Module 16- AC Chopper with Pure Capacitive Load 00:14:00 Module 17- Example on AC Chopper with Pure Capacitive Load 00:04:00 Module 18- AC Chopper Loaded by Heavy Rectifier 00:06:00 Module 19- AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:12:00 Module 20- Example on AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:08:00 Module 21- Integral Cycle Control 00:11:00 Module 22- Example on Integral Cycle Control 00:04:00 Unit 4- Fundamentals of DC Choppers Module 1- Introduction to DC Choppers 00:02:00 Module 2- Definition and Application of DC Choppers 00:05:00 Module 3- Step down DC Chopper with R Load 00:12:00 Module 4- Example on Step Dwon DC Chopper with R Load 00:08:00 Module 5- Generation of Duty Cycle 00:09:00 Module 6- Switching Techniques 00:03:00 Module 7- Step Down DC Chopper with RLE Load Part 1 00:19:00 Module 8- Step Down DC Chopper with RLE Load Part 2 00:15:00 Module 9- Example 1 on Step Down DC Chopper with RLE Load 00:13:00 Module 10- Example 2 on Step Down DC Chopper with RLE Load 00:02:00 Module 11- Step Up DC Chopper with R or RL Load 00:09:00 Module 12- Step Up DC Chopper with RE Load 00:15:00 Module 13- Example on Step Up DC Chopper with RE Load 00:20:00 Module 14- Buck Regulator Part 1 00:16:00 Module 15- Buck Regulator Part 2 00:17:00 Module 16- Example on Buck Regulator 00:03:00 Module 17- Boost Regulator 00:23:00 Module 18- Example on Boost Regulator 00:06:00 Module 19- Buck Boost Converter 00:17:00 Module 20- Example on Buck-Boost Converter 00:05:00 Unit 5- Fundamentals of Inverters Module 1- Introduction to Inverters 00:02:00 Module 2- Definition of Inverters 00:04:00 Module 3- Importance and Applications of Inverters 00:08:00 Module 4- Single Phase Half Bridge R-Load 00:15:00 Module 5- Single Phase Half Bridge RL- Load 00:08:00 Module 6- Performance Parameters of an Inverter 00:05:00 Module 7- Example on Single Phase Half Bridge 00:10:00 Module 8- Single Phase Bridge Inverter R- Load 00:06:00 Module 9- Single Phase Bridge Inverter RL- Load 00:07:00 Module 10- Example on Single Phase Bridge Inverter 00:06:00 Module 11- Three Phase Inverters and Obtaining the Line Voltages 00:15:00 Module 12- Threee Phase Inverters and Obtaining The Phase Voltages 00:17:00 Module 13- Example on Three Phase Inverters 00:16:00 Module 14- Single Pulse Width Modulation 00:13:00 Module 15- Multiple Pulse Width Modulation 00:13:00 Module 16- Example on Multiple Pulse Width Modulation 00:04:00 Module 17- Sinusoidal Pulse Width Modulation 00:16:00 Module 18- Industrial Inverter 00:03:00

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Level 1 Teaching Assistant The Level 1 Teaching Assistant course is the perfect starting point for anyone looking to begin a career as a Teaching Assistant. This comprehensive Teaching Assistant course provides you with the foundational skills needed to support students and teachers in a classroom environment. You’ll learn key Teaching Assistant responsibilities, including classroom management, student support, and communication. Whether you’re new to the field or looking to formalize your skills, this Teaching Assistant course is designed to help you succeed. Enroll now in the Level 1 Teaching Assistant course and start your journey to becoming a confident and capable Teaching Assistant! This course is an essential foundation for anyone aspiring to become a Teaching Assistant. This Teaching Assistant course covers the basics of classroom support, child development, and effective communication skills. As a Teaching Assistant, you’ll play a key role in helping students thrive academically and socially. The Teaching Assistant course prepares you to work alongside teachers, ensuring a positive and productive learning environment. With this Teaching Assistant qualification, you’ll be equipped to make a meaningful impact. Start your career as a Teaching Assistant today by enrolling in our comprehensive Level 1 Teaching Assistant course! Special Offers of this Teaching Assistant Course This Teaching Assistant: Teaching Assistant Course includes a FREE PDF Certificate Lifetime access to this Teaching Assistant: Teaching Assistant Course Instant access to this Teaching Assistant: Teaching Assistant Course Get FREE Tutor Support to this Teaching Assistant: Teaching Assistant Course Level 1 Teaching Assistant Our Level 1 Teaching Assistant course is perfect for anyone looking to start a career as a Teaching Assistant. This Teaching Assistant course provides a solid foundation in the skills needed to support teachers and students in a classroom environment. By enrolling in this Teaching Assistant program, you’ll gain knowledge of child development, behavior management, and how to assist with lesson planning. A Teaching Assistant plays a crucial role in enhancing the learning experience, and this Teaching Assistant course will equip you with the tools to succeed. Become a skilled Teaching Assistant and make a real difference today! Who is this course for? Level 1 Teaching Assistant For individuals who are interested in or currently working in this field, the Level 1 Teaching Assistant course is highly recommended. Requirements Level 1 Teaching Assistant To enrol in this Level 1 Teaching Assistant Course, students must fulfil the following requirements. To join in our Teaching Assistant Course, you must have a strong command of the English language. To successfully complete our Teaching Assistant Course, you must be vivacious and self driven. To complete our Teaching Assistant Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Teaching Assistant Course. Career path Level 1 Teaching Assistant After finishing this Level 1 Teaching Assistant course, you can investigate well-liked and in-demand professions in the Teaching Assistant industry.

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Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  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 This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies 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 Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum 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 - Layer Tuning for Smaller Network 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 Multi-Layer Perceptron Model Development 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

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