6457 Personal Development courses in Cardiff delivered On Demand

The New AI: Agility and Inclusion We have so many terms to describe People & Culture strategy, yet confusion about what works is skyrocketing. This talk goes over the key distinctions between Inclusion, Belonging, and Psychological Safety... plus how to use Agile as a lens to put these concepts into action. Starting with the basics and climbing into best practices for future-proof change management. This talk is for leaders, strategists, and practitioners -- anyone working with or curious about the links between DEI&B (diversity, equity, inclusion, and belonging), business agility, and strategic change management. Key Takeaways: Understand the differences between Psychological Safety, Inclusion, and Belonging Receive helpful ideas your company can use today

The Future of Leadership: Introducing a New Leadership Model That Embraces Power skills, Diversity and Inclusion and Community Service Power Skills (EQ) are so important in a numbers and technology-driven world. Where technology, automation and AI has infiltrated all aspects of our personal and professional lives, power skills continue to not only be our differentiator but essential for us to learn, grow and connect. This session will focus on specific power skills of awareness, empathy and relationships which power our new leadership model, combined with diversity and inclusion presence. These skills can be put into practice in the professional, non-profit and educational space to allow the individual to move beyond the numbers and succeed in whatever we pursue. We will explore how these skills have become even more important during the pandemic, and the new future of work and learning. How Power Skills (EQ) have become more important and necessary in the new pandemic world and will continue to be necessary post pandemic. Why Power Skills will be needed throughout your career even more than ever due to the future of work Being a leader is not just about being diversity and inclusion aware, but now also conversant and opinionated Community service and giving back builds your power skills and diversity and inclusion leadership skills

Overview of Parenting Skills Training Course Join our Parenting Skills Training 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 Parenting Skills Training Course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Parenting Skills Training 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 Parenting Skills Training 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 Parenting Skills Training Course. 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 Parenting Skills Training 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 Parenting Skills Training Course 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 Parenting Skills Training 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 Parenting Skills Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Parenting Skills Training Course Advanced Parenting Skills PROMO (Final) 00:02:00 Goals & First Concepts 00:12:00 The Power Of Relationships 00:17:00 The Myth Of 'Nothing To It Parenting' 00:31:00 The 2 Phases Of Parenting 00:26:00 The Power Of Mentoring Your Child 00:17:00 Teaching Values They Will Keep! 00:13:00 Parenting Basics ... And Beyond! 00:05:00 Powerful Communication Skills 00:33:00 The Power Of Re-Framing & Building Agreements 00:13:00 WHY Do Kids Do The Things They Do? 00:15:00 'The Parent's Pledge' 00:16:00 Disciplining The RIGHT Way! 00:13:00 The Power of 'Life Lessons' 00:10:00 The kid's Pledge 00:02:00 The Parents Pledge 00:02:00

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 Autism & Dyslexia Awareness Training 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 the professional training that employers are looking for in today's workplaces. The Autism & Dyslexia Awareness Training Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This Autism & Dyslexia Awareness Training 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 Autism & Dyslexia Awareness Training 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 Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Autism & Dyslexia Awareness Training? Lifetime access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD QS-accredited qualifications after course completion Receive one-to-one assistance 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 Autism & Dyslexia Awareness Training 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 free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This Autism & Dyslexia Awareness Training 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 skills. Prerequisites This Autism & Dyslexia Awareness Training does not require you to have any prior qualifications or experience. You can just enroll and start learning. This Autism & Dyslexia Awareness Training was made by professionals and it is compatible with all PCs, Macs, 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 a bonus, you will be able to pursue multiple occupations. This Autism & Dyslexia Awareness Training is a great way for you to gain multiple skills from the comfort of your home. Autism Awareness Module 01: Autism Spectrum Disorder (ASD) 00:25:00 Module 02: Learning Difficulties Related to Autism 00:23:00 Module 03: Autism Diagnosis 00:16:00 Module 04: Cognitive Approaches in Autism 00:17:00 Module 05: Dealing with Autistic Individuals 00:22:00 Module 06: Other Considerations for Dealing with Autistic Individuals 00:19:00 Module 07: Engagement in Autism Awareness 00:13:00 Dyslexia Module 01: Introduction to Dyslexia 00:18:00 Module 02: Dyslexia and Learning Difficulties 00:18:00 Module 03: Dyslexia in the School 00:23:00 Module 04: Cognitive Approaches in Dyslexia 00:16:00 Module 05: The Legal Rights of Dyslexics 00:14:00 Mock Exam Final Exam Assessment Assignment - Autism & Dyslexia Awareness Training 02:51:00 Recommended Materials Workbook - Autism and Dyslexia Awareness Training 04:15:00 Order Your Certificate Order Your Certificate QLS

Are you in charge to plan and strategize in your organization? If yes then improve your problem-solving skills creatively through this comprehensive course. Description: Creative thinking is a requirement for any business to succeed. It can help anyone to be more efficient in their work which this course is designed for. You will be learning about creative thinking to help you and your organisation succeed. Through this course, you will understand the problems and what appropriate problem-solving process should you do in every situation. You will also learn the types of information to gather and know the importance of defining a problem and how to solve it. Who is the course for? Professionals who want to know how to solve problems creatively. People who have an interest in learning about creativity and creative problem-solving. 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 days. 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 recognised 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: The Certificate Course in Creativity and Creative Problem Solving is a useful qualification to possess, and would be beneficial for the following careers: Content Creator Creative Artworker Designers Developer Marketing Specialist Researcher. Module One - Getting Started 01:00:00 Module Two - The Problem Solving Method 01:00:00 Module Three - Information Gathering 00:30:00 Module Four - Problem Definition 01:00:00 Module Five - Preparing for Brainstorming 01:00:00 Module Six - Generating Solutions (I) 00:30:00 Module Seven - Generating Solutions (II) 01:00:00 Module Eight - Analyzing Solutions 01:00:00 Module Nine - Selecting a Solution 00:30:00 Module Ten - Planning Your Next Steps 01:00:00 Module Eleven - Recording Lessons Learned 01:00:00 Module Twelve - Wrapping Up 00:15:00 Activities Certificate Course in Creativity and Creative Problem Solving- Activities 00:00:00 Mock Exam Mock Exam- Certificate Course in Creativity and Creative Problem Solving 00:20:00 Final Exam Final Exam- Certificate Course in Creativity and Creative Problem Solving 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Is your expenditure more than your income? If Yes, then you need to work out where you can cut back. The Finance & Budgeting Course provides you with a solid foundation in basic finance and budgeting skills. You will also gain some money management tips. Who is the course for? Businessman Enterprenuires Working adults Students Anyone who wants to learn and understand basics of finance and budgeting. 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 recognised 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: Financial advisor Financial Manager Accounts Officer Accounts Manager. Finance Financing Basics 01:00:00 Record Your Income 01:00:00 Make a List of Expenses First and Put Them in Categories 01:00:00 Countdown & Adjust 01:00:00 Review Regularly 01:00:00 Budgets and Money Management Finance Jeopardy 00:15:00 The Fundamentals of Finance 00:15:00 The Basics of Budgeting 00:15:00 Parts of a Budget 00:15:00 The Budgeting Process 00:30:00 Budgeting Tips and Tricks 00:15:00 Monitoring and Managing Budgets 00:15:00 Crunching the Numbers 00:15:00 Getting Your Budget Approved 00:15:00 Comparing Investment Opportunities 00:15:00 ISO 9001:2008 00:15:00 Directing the Peerless Data Corporation 00:30:00 Mock Exam Mock Exam- Finance & Budgeting Course 00:20:00 Final Exam Final Exam- Finance & Budgeting Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Autistic children are children with different abilities. So, you need to treat differently to them. The course covers the essential skills of caring an autistic child. You will learn how to talk with them, how to approach them and more. The rest of the part of the course teaches you childcare concepts and techniques so that you can care any kid. Here, you will explore how to raise a child, how to communicate with them, how to deal with bullying issues, child diet, household safety and more. Upon completion, you will be able to care any kid. Who is the course for? Professionals associated with people with autism. Anyone who wants to learn about autism and how to handle people suffering from it. Entry Requirement: This course is available to all learners, of all academic backgrounds. However, an education and experience in accounting is an advantage. 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 days. 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 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. Autism The Basics About Autism: What Is It? 00:30:00 What Are the Factors that Contribute A Child to Autism 01:30:00 Autism and Genetics 01:30:00 What Are the Basic Symptoms of Autism 01:00:00 What Are the Speech and Communication Problems of Autism 01:00:00 Autism and Body Language 01:00:00 Autism, Toxic Metals, and Vaccines 00:30:00 The Cause of Autism Might Be Found in Autistic Mice 00:30:00 Autism: The Need for Increased Research 00:30:00 How is Autism Treated 01:00:00 How Is Autism Diagnosed 00:30:00 Myths about Autism 00:30:00 How to Look for Autism Signs in Infants 00:30:00 How Can Families Cope With an Autistic Child and the Financial Burden 00:30:00 The Differences Between Asperger's Syndrome and Autism 01:00:00 Autism Assistance Dogs 01:00:00 Teaching Autistic Children 01:00:00 The Fixation Behavior of an Autistic Child 00:30:00 The Autism Society of America 00:30:00 Childproofing Your Home for Your Autistic Child 00:30:00 Autism and Nutritional Supplements 01:00:00 Toilet Training the Autistic Child 01:00:00 Difficulties of an Autistic Adult 01:00:00 Alternative Treatments for Autism 01:00:00 Childcare Childcare Basics 00:30:00 Available Centers 00:30:00 Training And Certification 00:30:00 Legal Requirements 01:00:00 Health And Safety Issues 00:30:00 Child Care Equipments 00:30:00 Insurance and Staffing 00:30:00 Marketing & Managemental Aspects 00:30:00 Child Care Guidelines 00:30:00 Outdoor Safety 00:15:00 Plants That Poison 00:15:00 Guidelines for Food Preparation and Handling 00:30:00 Changing Diapers 00:30:00 Symptoms of Illness 00:30:00 Wrapping Up 00:15:00 Child Development Development Basics 00:30:00 Expected Milestones For Your Child's Age 01:00:00 Gross Motor Skills 01:00:00 Fine Motor Skills 00:30:00 Cognitive Skills 00:30:00 Speech 00:30:00 Social Skills 01:00:00 Developmental Delays 00:30:00 Child Psychology What is Child Psychology? 00:15:00 Defining Children and Childhood 00:15:00 Child Development Theories 01:00:00 Genetics 00:15:00 Cognitive Development 00:30:00 Physical Development 00:15:00 Social and Emotional Development 00:15:00 Attachment 00:15:00 Language Development & Communication 00:30:00 Brain Development & Emotional Intelligence 00:15:00 Self Esteem & Confidence 00:15:00 Gender Roles and Gender Differences 00:30:00 Learning Disability 01:00:00 Behavioral Disorders 00:30:00 High Intelligence & School Psychology 00:15:00 Phases of Grief 00:30:00 Nutrition and Child Development 00:30:00 Developing into Adulthood 00:30:00 Child Empowerment The Basics On Nurturing Your Child 00:30:00 Build Your Child's Self Esteem 00:30:00 Catch The Good And Not Always The Bad 00:30:00 Demonstrate The Love Is Unconditional 00:30:00 Make Rules And Be Consistent 01:00:00 Make Special Time For Your Child 00:30:00 Always Set An Example 00:30:00 Don't Dominate A Conversation 00:30:00 Learn To Be A Good Communicator 01:00:00 An Unnourished Child has A Long Road Ahead 00:30:00 Mental Health and Bullying Children's Mental Health Basics 00:30:00 Nurturing Positivity And Confidence 01:00:00 Recognize Changed Behaviour In Your Child 01:00:00 About Birth Defects 01:00:00 About Behavior Disorders 01:00:00 Mental Health Games For Children 01:00:00 Make Sure You Take Care Of Yourself As Well 00:30:00 Child Bullying Basics 00:30:00 Teach Your Child To Speak To An Adult 01:00:00 Solo Children Are Targets 01:00:00 Can Your Child Benefit From Self Defense Classes? 00:30:00 Speak To School Officials 00:30:00 Teach Composure And Confidence to your Child 00:30:00 The Importance Of Teaching Your Child Not To Bully 00:30:00 Wrapping Up 00:15:00 Mock Exam Mock Exam- Autism and Child Care Diploma 00:30:00 Final Exam Final Exam- Autism and Child Care Diploma 00:30:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

Are you ready to elevate your decision-making skills to new heights? Introducing our comprehensive Critical Thinking & Decision Making Training Course, designed to empower you with the tools and strategies necessary to navigate today's complex challenges with clarity and confidence. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Critical Thinking & Decision Making Training Course, learners will explore the fundamentals of critical thinking, including its significance and steps involved. They will learn to identify critical thinkers and understand various strategies employed in critical thinking. Through practical examples, learners will develop problem-solving skills using critical thinking techniques. They will also delve into the evaluation of claims and judgments using critical thinking principles. Moreover, learners will discover the benefits of critical thinking and ways to overcome barriers that may hinder it. Lastly, the course will equip learners with the tools and techniques necessary for making informed decisions by integrating critical thinking into the decision-making process. By the end of the training, learners will possess a comprehensive understanding of critical thinking and its application in various aspects of life and work. Course Curriculum Module 01: Introduction to Critical Thinking Module 02: Importance of Critical Thinking Module 03: What Are the Critical Thinking Steps Module 04: Recognising a Critical Thinker Module 05: Critical Thinking Strategies Module 06: Problem-Solving Through Critical Thinking Module 07: Critical Thinking and the Judgment of Claims Module 08: Benefits and Barriers of Critical Thinking Module 09: Decision Making with Critical Thinking Learning Outcomes: Identify key principles and theories in critical thinking processes. Apply critical thinking steps to analyse and evaluate complex situations. Utilise critical thinking strategies to solve problems effectively and efficiently. Evaluate claims and arguments using critical thinking tools and techniques. Recognise the benefits of critical thinking and overcome common barriers. Make informed decisions by integrating critical thinking principles into decision-making. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals seeking to enhance analytical and decision-making skills. Students aiming to develop critical thinking abilities for academic success. Managers and leaders striving to foster a culture of strategic thinking. Individuals navigating complex environments requiring sound judgment and reasoning. Anyone interested in honing problem-solving skills through critical analysis. Career path Policy Analyst Risk Manager Data Analyst Strategy Consultant Quality Assurance Manager Research Scientist Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

The course 'Deep Learning & Neural Networks Python - Keras' provides a comprehensive introduction to deep learning using the Keras library in Python. It covers topics ranging from basic neural networks to more advanced concepts, such as convolutional neural networks, image augmentation, and performance improvement techniques for various datasets. Learning Outcomes: Understand the fundamental concepts of deep learning and how it differs from traditional machine learning. Gain proficiency in using Keras, a powerful deep learning library, for building and training neural network models. Develop practical skills in creating and optimizing neural network models for different datasets, including image recognition tasks and regression problems. Why buy this Deep Learning & Neural Networks Python - Keras? 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 Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras is a great way for you to gain multiple skills from the comfort of your home. 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