5022 Courses in Cardiff delivered On Demand

Overview Industrial organisational psychology plays a significant role in improving the work culture and creating a productive workforce. Thus, this is a high-demand skill set in the job market. Equip this valuable skill set with our Industrial Organisational Psychology Course. This course is designed to provide professionals with a clear understanding of industrial organisational psychology. The informative modules will educate you on the theories and concepts. After that, you will learn about job analysis, employee selection, performance appraisal and much more. In addition, the course will introduce you to leadership styles and help you develop effective leadership skills. You will also receive a certificate after completing the course, which will increase your employability. Enrol now! Course Preview Learning Outcomes Learn the theories and concepts of industrial organisational psychology Understand individual differences and work behaviour Enhance your knowledge of job analysis and employee selection Understand the process of performance appraisal and feedback Introduce yourself to different leadership styles Explore different aspects of organisational behaiviour Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Meticulously crafted engaging and informative tutorial videos and materials Efficient exam systems for the assessment and instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email What Skills Will You Learn from This Course? Industrial organisational psychology Leadership Job analysis Performance appraisal Who Should Take This Industrial Organisational Psychology Course? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Industrial Organisational Psychology Course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path​ This exclusive Industrial Organisational Psychology Course will equip you with effective skills and abilities and help you explore career paths such as  Human Resources Manager Staffing and Recruiting Manager Behavioral Analyst Workforce Analyst Manager Executive Coach Project Manager Module 1: Introduction to Industrial-Organisational Psychology Introduction to Industrial-Organisational Psychology 00:17:00 Module 2: Individual Differences and Work Behaviour Individual Differences and Work Behaviour 00:24:00 Module 3: Job Analysis and Employee Selection Job Analysis and Employee Selection 00:21:00 Module 4: Training and Development Training and Development 00:21:00 Module 5: Performance Appraisal and Feedback Performance Appraisal and Feedback 00:22:00 Module 6: Motivation and Job Design Motivation and Job Design 00:19:00 Module 7: Leadership and Organisational Behaviour Leadership and Organisational Behaviour 00:27:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This hands-on course on SQL starts with the basics, and gradually delves deep into SQL, ensuring a well-rounded learning experience. Practical examples and real-world applications will be at the heart of your learning. No prior experience or specific software installation is necessary. Just bring your enthusiasm to learn and get started.

Give a compliment to your career and take it to the next level. This Human Resources Management will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this course will help you keep ahead of the pack. The Human Resources Management incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this course will add extra value to your resume to stand out to potential employers. Along with this course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. What other courses are included with this Human Resources Management? Course 1: HR And Recruitment Consultant Training - Level 4 Course 2: Virtual Interviewing for HR Course 3: Performance Management Course 4: Payroll Management - Diploma Course 5: UK Employment Law and Employee Rights Diploma Course 6: Leadership & Management Diploma Course 7: Effective Communication Skills Diploma Course 8: Conflict Management Course 9: GDPR Data Protection Level 5 Course 10: Level 2 Microsoft Office Essentials So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Human Resources Management: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable and in-demand skills without leaving your home. How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum Course 1: HR Management Level 2 Introduction to Human Resources Employee Recruitment and Selection Procedure Employee Training and Development Process Performance Appraisal Management Employee Relations Motivation and Counselling Ensuring Health and Safety at the Workplace Employee Termination Employer Records and Statistics Essential UK Employment Law Course 2: HR And Recruitment Consultant Training - Level 4 Introduction to Recruitment: Importance and Implications An Overview of the Recruitment Industry The UK Recruitment Legislation Sales and Selling in the Recruitment Industry The Recruitment Process Key Performance Indicators for the Recruitment Industry Candidate Attraction for Recruitment Candidate Management Candidate Interview Processes Client Acquisition Client Strategy in the Recruitment Sector Course 3: Virtual Interviewing for HR An Introduction to Virtual Interviewing 2: Interviewer's Perspective 3: Interview Preparation 4: Picking a Tech to Use 5: Attract and Hire the Best Talents 6: Final Thoughts and Onboarding Course 4: Performance Management 01: Introduction 02: Performance 03: Key Performance Indicators 04: Reporting 05: Rewarding 06: Conclusion Course 5: Payroll Management - Diploma Sage 50 Payroll for Beginners 1: Payroll Basics 2: Company Settings 3: Legislation Settings 4: Pension Scheme Basics 5: Pay Elements 6: The Processing Date 7: Adding Existing Employees 8: Adding New Employees Sage 50 Payroll Intermediate Level 1: The Outline View and Criteria 2: Global Changes 3: Timesheets 4: Departments and Analysis 5: Holiday Schemes 6: Recording Holidays 7: Absence Reasons 8: Statutory Sick Pay Course 6: UK Employment Law and Employee Rights Diploma Module 01: Basic of Employment Law Module 02: Legal Recruitment Process Module 03: Employment Contracts Module 04: Employee Handbook Module 05: Disciplinary Procedure Module 06: National Minimum Wage & National Living Wage Module 07: Parental Right, Sick Pay & Pension Scheme Module 08: Discrimination in the Workplace Module 09: Health & Safety at Work Module 10: Dismissal, Grievances and Employment Tribunals Module 11: Workplace Monitoring & Data Protectionl Course 7: Preventing Workplace Violence and Harassment Level 3 Workplace Management: Violence Workplace Management: Harassment Course 8: Effective Communication Skills Diploma 01: Business Communication 02: Verbal and Non-verbal Communication 03: Written Communication 04: Electronic Communication 05: Communicating with Graphic 06: Effectively Working for Your Boss Course 9: Conflict Management 01: Introduction 02: Understand the Keys to Conflict 03: How Misunderstandings Arise and the Solution 04: Personality Types in Conflict 05: Escalation of Conflict 06: De-escalating Conflict 07: Closing Section Course 10: GDPR Data Protection Level 5 01: GDPR Basics 02: GDPR Explained 03: Lawful Basis for Preparation 04: Rights and Breaches 05: Responsibilities and Obligations Course 11: Level 2 Microsoft Office Essentials Excel 2016 Word 2016 PowerPoint 2016 Access 2016 CPD 115 CPD hours / points Accredited by CPD Quality Standards Career path Having these various certifications will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

Explore the dynamic realm of Industrial-Organizational Psychology with our in-depth study course. Delve into individual differences, job analysis, training, motivation, leadership, and more. Equip yourself with practical insights to enhance workplace effectiveness and foster positive organizational change. Join us for a transformative journey in understanding and applying the principles of I-O Psychology.

Give a compliment to your career and take it to the next level. This Change Management bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop Change Management skills for your next job or elevate your skills for your next promotion, this Change Management bundle will help you stay ahead of the pack. Throughout the Change Management programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this Change Management course, you will get 19 premium courses, an original hardcopy, 20 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Change Management Bundle Consists of the following Premium courses: Course 01: Change Management Course 02: Diploma in Lean Leadership and Change Management Course 03: Entrepreneurship & Innovation Management Course 04: Strategic Management - Industry Change And Value Curves Course 05: Operations Management: Enterprise Resource Planning Course 06: Operations Management: Resource & Workout Layout Course 07: Performance Centered Asset Management Course 08: Process Improvement: Reduce Waste Course 09: Change of Culture Course 10: Rapid Business Improvement Course 11: Automation of Processes Course 12: Operations Management: Process Mapping & Supply Chain Course 13: Cost Control Process and Management Course 14: Quality Management and Strategic Training - ISO 9001 Course 15: Document Control Course 16: Resourcing and Managing Talent Course Course 17: Fundamentals of Quality Management Course 18: Giving and Receiving Feedback Course 19: People Management Skills Level 3 Course 20: Performance Management Enrol now in Change Management to advance your career, and use the premium study materials from Apex Learning. The Change Management bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Change Management expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn Change Management from any place in your own time without travelling for classes. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Change Management Course: Previously it was £10) CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Change Management bundle. Requirements This Change Management course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course Change Management absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Sports, fitness, and health are all intertwined. And when it comes to taking proper care of your body, physiotherapy, sports massage and reflexology are essential. Our Physiotherapy, Sports Massage and Reflexology course will give you the knowledge and skills that you need to stay physically active, less injurious, and healthy. This physiotherapy, Sports massage and Reflexology course will teach you how to assess and treat musculoskeletal conditions such as strains, sprains, joint pain, and postural imbalances. You will also be given the knowledge and techniques necessary to reduce pain, improve mobility, and restore function. Furthermore, you'll learn about the human body and how it functions, as well as the principles of exercise and rehabilitation. You'll also acquire more about the advantages of massage, reflexology, and other manual therapies. Along with this Physiotherapy, Sports Massage and Reflexology course, you will get 10 premium courses, an originalHardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Physiotherapy, Sports Massage and Reflexology Bundle Consists of the following Premium courses: Course 01: Physiotherapy, Sports Massage and Reflexology Complete Bundle Course 02: Sports Medicine Fundamentals Course 03: Physiotherapy Assistant Course 04: Sports and Fitness Coaching Course 05: Sports Nutrition Course Level 3 Course 06: Sports First Aid Complete Training Course 07: Personal Trainer: Healthy Fitness Course 08: Deep Tissue Massage Therapy Course 09: Sports Injuries Course 10: Sports Psychology Course 11: Personal Hygiene Learning Outcomes Understand the role of sports physiotherapy in improving and maintaining athletes' physical fitness. Conduct a variety of sport-specific assessments and treatments in order to address musculoskeletal injuries and improve performance. Develop and implement individualised treatment plans for athletes to achieve their fitness objectives. Be aware of the advantages of sports massage in improving athletic performance and lowering the risk of injury. Utilise sports massage techniques to diagnose and treat soft tissue injuries. Use a variety of reflexology techniques to relieve pain and improve athletic performance. Create and implement individualised reflexology treatment plans for athletes to help them achieve their fitness goals. Enrol now in Physiotherapy, Sports Massage and Reflexology to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Physiotherapy, Sports Massage, and reflexology expertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Physiotherapy, Sports Massage and Reflexology bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this Physiotherapy, Sports Massage and Reflexology course. Students can take this course to gather professional knowledge besides their studies or for the future. Note: This is not a professional course. This course only covers theoretical knowledge about the topic. Requirements This Physiotherapy, Sports Massage and Reflexology course has been designed to be fully compatible with tablets and smartphones. Career path People in this sector tend to pursue the following professions Physiotherapist Sports Physiotherapist Sports Massage Therapist Reflexology Practitioner Rehabilitation Therapist The salary structure for these sectors mostly get - Physiotherapy: £25,000 - £40,000, Sports Massage: £20,000 - £30,000, Reflexology: £18,000 - £28,000 per annum in the UK Certificates Certificate of completion Digital certificate - Included

The course will familiarize students with industry history, the distribution chain, jobs in the industry, safe practices, and national codes and standards. Students will explore the different types of collectors, systems, components, and materials used in solar heating systems and determine their appropriate applications. The course will also examine the techniques and tools used for installing solar heating equipment. Finally, students will learn how to conduct site assessments, analyze hot water loads, develop accurate system sizing and project cost estimates, and identify the economic and non-economic benefits of a solar heating system. Students who complete the SHOL101 course will be able to perform the following: Differentiate between various renewable energy sources and types of systems Perform calculations as needed for system sizing and other exercises. Evaluate the different types of SH systems and their suitability for specific climates. Describe solar energy and applications for solar heating systems. Identify components specific to various types of solar water heating and solar pool heating systems. List the applications, operation, and functionality of the following SH systems - solar pool heating, ICS, thermosyphon, direct forced circulation, drainback, and antifreeze. Obtain specifications for various solar collectors and determine collector performance given various environmental and operating conditions. Identify various types of tools used in the SH industry and explain how to use them safely. Determine the magnetic declination, define azimuth and altitude angle and evaluate the shade potential for a given site. Estimate energy production of a SH system based on location specifics including orientation and tilt angle. Describe methods of attaching mounting hardware to a collector. Evaluate what type of solar heating system is most appropriate based on specific site criteria. Identify appropriate codes and standards concerning the installation, operation, and maintenance of SWH systems. Identify potential safety hazards and the proper personal protective equipment for working on solar heating systems.

The Organisational Leadership – Advanced Diploma is designed for individuals ready to explore the complexities of leadership in modern organisational settings. This course delves into strategic thinking, decision-making frameworks, and leadership theory, all tailored to senior-level professionals navigating shifting business landscapes. Whether you're in corporate, non-profit, or public sectors, the course provides a structured understanding of how leadership influences culture, drives performance, and navigates the unpredictable behaviour of teams, stakeholders, and boardrooms alike. Through expertly designed modules, learners will examine high-level leadership challenges including ethical governance, crisis response, innovation management, and strategic alignment. With a strong emphasis on organisational dynamics, this advanced diploma equips professionals with insight into leading change, fostering resilience, and cultivating sustainable leadership structures – all without the need to attend a single seminar in an under-ventilated room. Ideal for those who lead from the front, influence from behind, or occasionally just herd cats with a title, this course delivers substance, strategy, and a touch of sharp-eyed perspective. Key Features CPD Certified Organisational Leadership - Advanced Diploma course Instant e-certificate Fully online, interactive Organisational Leadership - Advanced Diploma course with audio voiceover Developed by professionals in the field Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discover the nuances of motivation, the alchemy of high-performance teams, and the orchestration of change. From mastering the delicate dance of communication to navigating the tumultuous waters of conflict, every aspect of organisational leadership finds its rightful place in our curriculum. Moreover, we don't just scratch the surface; we dive into the very heart of organisational leadership excellence. Explore the realms of emotional intelligence, risk management, and corporate responsibility. And as a cherry on top, immerse yourself in the realm of digital proficiency with modules covering Microsoft Word, Excel, and PowerPoint. With our programme, you don't just learn about organisational leadership; you become the embodiment of it, ready to carve your path in the ever-evolving landscape of organisational leadership brilliance Course Curriculum Module 01: Understanding Management and Leadership Module 02: Leadership Theories Module 03: Improving Management and Leadership Performance Module 04: High Performance Teams Module 05: Motivating Employees Module 06: Organisational Skills Module 07: Talent Management Module 08: Succession Planning Module 09: Business Process Management Module 10: Communication Skills Module 11: Negotiation Techniques Module 12: Managing Meetings and Giving Feedback Module 13: Managing Change Module 14: Time Management Module 15: Stress Management Module 16: Emotional Intelligence in Leadership Module 17: Managing Conflict Module 18: Dealing with Office Politics Module 19: Risk Management Module 20: Corporate Responsibility and Ethics Module 21:Microsoft Word, Excel, PowerPoint Learning Outcomes: Understand key concepts in management and organisational leadership theories comprehensively. Enhance performance through improved management techniques and organisational leadership strategies effectively. Develop high-performance teams and motivate employees efficiently for productivity. Demonstrate effective communication, negotiation, and conflict resolution skills adeptly. Implement organisational change, risk management, and corporate responsibility ethically. Utilise Microsoft Office tools proficiently for business process management. Accreditation All of our courses, including this Organisational Leadership - Advanced Diploma course, are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in Organisational Leadership. Certification Once you've successfully completed Organisational Leadershipyour course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our Organisational Leadership course certification has no expiry dates, although we do recommend that you renew them every 12 months. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Organisational Leadership - Advanced Diploma course can be taken by anyone who wants to understand more about the topic. With the aid of this course, you will be able to grasp the fundamental knowledge and ideas. Additionally, this Organisational Leadership - Advanced Diploma course is ideal for: Entry-level managers seeking advanced leadership skills development. Mid-career professionals aiming to enhance managerial and leadership competencies. Aspiring leaders in various industries looking to advance their careers. Individuals interested in developing skills in talent management and succession planning. Those wishing to excel in communication, negotiation, and conflict resolution. Requirements Learners do not require any prior qualifications to enrol on this Organisational Leadership course. You just need to have an interest in Organisational Leadership. Career path After completing this Organisational Leadership - Advanced Diploma Course you will have a variety of careers to choose from. The following job sectors of Organisational Leadership - Advanced Diploma are: Team Leader Human Resources Manager Project Manager Operations Manager Business Development Executive Corporate Social Responsibility Officer Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Setting clear and precise goals and objectives ensure that everyone is working towards the same goal, allowing for business and personal growth. Objectives clarify priorities and allow employees to allocate their time and resources more effectively. They also introduce a way of understanding how work will be measured and evaluated, thus enabling employees to evaluate their own performance, and make adjustments as necessary. This course aims to help you write effective objectives that deliver results. It covers the importance of goals and objectives and why we need them, the barriers to you achieving your objectives and how to overcome them, what SMART objectives are and how to write and identify them and concludes with some tips for successful objective setting.

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