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IT Security: IT Security Course Online Unlock the Power of IT Security: IT Security Course: Enrol Now! Are you concerned about IT Security: IT Security Course and the safety of your digital presence? Worried about the growing threats of cyber-attacks, data breaches, and online vulnerabilities? Look no further, our exclusive course, IT Security, is here to equip you with the skills and knowledge you need to safeguard yourself and thrive in today's interconnected world. Our IT Security: IT Security Course takes you on an immersive journey through the intricacies of IT security. From fundamental concepts to advanced techniques, you will gain a holistic understanding of IT Security This IT Security course ensures you are well-prepared to face any digital challenge. Our IT Security: IT Security Course allows you to learn at your own pace, wherever and whenever it's convenient for you. With this extensive IT Security: IT Security Course dive into the world of cyber threat intelligence, understanding how to gather, analyze, and utilize information to proactively defend against attacks. Don't let your digital life be compromised. Take charge of your IT Security: IT Security Course today! Enroll in our IT Security course and become the guardian of your digital world. Main Course: IT Security course Free courses included with IT Security: IT Security Course: Along with IT Security Course you will get free GDPR Training Course Special Offers of this IT Security: IT Security Course: This IT Security: IT Security Course includes a FREE PDF Certificate. Lifetime access to this IT Security: IT Security Course Instant access to this IT Security: IT Security Course 24/7 Support Available to this IT Security: IT Security Course IT Security: IT Security Course Online If you're interested in pursuing a career in IT Security: IT Security Course or want to enhance your knowledge in this field, then this IT Security: IT Security Course is perfect for you. This specialized IT Security: IT Security Course will provide you with a strong foundation to become a skilled and confident IT security professional. Who is this course for? IT Security: IT Security Course Online This IT Security: IT Security Course is designed for individuals from various backgrounds who are interested in enhancing their knowledge and skills in IT security. It is suitable for: IT Professionals System Administrators Software Developers Business Owners and Managers IT Enthusiasts and Students No matter your professional background or level of expertise, this IT Security: IT Security Course offers a comprehensive learning experience, catering to both beginners and intermediate learners. It's designed to provide a strong understanding of IT Security: IT Security Course concepts and arm you with practical skills to navigate the ever-evolving digital landscape confidently. Requirements IT Security: IT Security Course Online To enrol in this IT Security: IT Security Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our IT Security: IT Security Course. Be energetic and self-motivated to complete our IT Security: IT Security Course. Basic computer Skill is required to complete our IT Security: IT Security Course. If you want to enrol in our IT Security: IT Security Course, you must be at least 15 years old. Career path IT Security: IT Security Course Online The IT Security: IT Security Course opens up a range of exciting career paths for individuals passionate in working in this field .Here are some potential career paths you can pursue after completing the course: Security Manager Incident Responder Security Architect Security Consultant

Personal Exercise, Health and Nutrition Course Online This Personal Exercise, Health and Nutrition Course is designed to increase your awareness and understanding of various aspects of health and well-being. It is ideal for anyone who wants to learn how to create a personal exercise and nutrition plan, as well as how to account for energy requirements and fluid replacement with the type of exercise being performed. The Personal Exercise, Health and Nutrition Coursequalification aims to provide you with a thorough understanding of the concepts of health and well-being, as well as basic anatomy and physiology. Through this Personal Exercise, Health and Nutrition Course, you will learn about the role of nutrition in exercise, including energy requirements and fluid replacement, as well as how to measure personal fitness levels and create a personal exercise and nutrition program. Learning Outcomes After completing this Personal Exercise, Health and Nutrition Course, the learner will be able to: Understand the fundamental concepts of health and well-being. Understand basic anatomy and physiology. Gain a solid understanding of nutrition in exercise. Understand the importance of exercising safely. Know how to follow an appropriate personal programme of exercise and nutrition. Why choose this Personal Exercise, Health and Nutrition Course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Personal Exercise, Health and Nutrition Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the Personal Exercise, Health and Nutrition Course. Main Course: Level 2 Award in Improving Personal Exercise, Health and Nutrition Course Free Courses included with Personal Exercise, Health and Nutrition Course Course 01: Level 2: Award in Nutrition and Health Course 02: Level 5 Diploma in Nutrition Course [ Note: Free PDF certificate as soon as completing the Personal Exercise, Health and Nutrition Course] Personal Exercise, Health and Nutrition Course Online This Personal Exercise, Health and Nutrition Course consists of 03 modules. Course Curriculum of Personal Exercise, Health and Nutrition Course Module 01: Understand Health, Well-being and Exercise Module 02: Understand the Role of Nutrition in Exercise Module 03: Plan and Prepare for Personal Exercise and Nutrition Assessment Method of Personal Exercise, Health and Nutrition Course After completing Personal Exercise, Health and Nutrition Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Personal Exercise, Health and Nutrition Course After completing the Personal Exercise, Health and Nutrition course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Personal Exercise, Health and NutritionCourse Online This Personal Exercise, Health and Nutrition course is suitable for anyone who wants to improve their understanding of diet and exercise nutrition. It will be especially beneficial to those who work in fields where nutrition and health are important, such as sport and recreation or healthcare. Requirements Personal Exercise, Health and NutritionCourse Online To enrol in this Personal Exercise, Health and Nutrition Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Personal Exercise, Health and Nutrition Course. Be energetic and self-motivated to complete our Personal Exercise, Health and Nutrition Course. Basic computer Skill is required to complete our Personal Exercise, Health and Nutrition Course. If you want to enrol in our Personal Exercise, Health and Nutrition Course, you must be at least 15 years old.

Childcare & Education: Childcare & Education Course Online This Childcare & Education: Childcare & Education Course is designed to provide you with a thorough understanding of the role and responsibilities of working with children. It is a comprehensive course that will teach you how to understand and care for young children, as well as how to keep their well-being in mind at all times. Once qualified, you will have the skills and knowledge to work with children from infancy to the age of five. If you want to work in childcare or education or already working in this profession, this certification is a recognised qualification that will make you a valuable asset to an already in-demand and ever-growing profession. Working with children is a rewarding experience, and the Childcare & Education: Childcare & Education Course is ideal for any learner interested in pursuing a career in this field. It is not only rewarding but also a lucrative profession. The competition for childcare jobs has grown over the years, and employers are looking for people with nationally recognised qualifications. Enrol on our Childcare & Education: Childcare & Education Course today and begin your journey to improve your career prospects with the latest skills and the power of self-belief! Learning Objectives After completing the Childcare & Education: Childcare & Education Course, the learner will be able to: Gain a solid understanding of the development from conception to birth and routine screening programmes in the first year of life. Understand the theory and educational frameworks which inform knowledge and understanding of Early Years Practice. Understand the role of the Early Years Practitioner when promoting child development from birth to seven years. Understand children's health and wellbeing. Main Course: Level 3 Award in Childcare and Education Free Courses included with Childcare & Education: Childcare & Education Course: Course 01: Level 4 Child Care and Development Course 02: Level 4 Diploma in Child Psychology [ Note: Free PDF certificate as soon as completing the Childcare & Education: Childcare & Education Course] Childcare & Education: Childcare & Education Course Online Course Curriculum of Childcare & Education: Childcare & Education Course Module 01: Child Development from Conception to Seven Years Module 02: Children's Health and Wellbeing Assessment Method of Childcare & Education: Childcare & Education Course After completing Childcare & Education: Childcare & Education Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Childcare & Education: Childcare & Education Course After completing the Childcare & Education: Childcare & Education Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Childcare & Education: Childcare & Education Course Online Anyone interested in working in childcare and current practitioners who work in the early years can take this Childcare & Education: Childcare & Education Course. The Childcare & Education: Childcare & Education Course is also ideal for working in childcare with children from birth to 8 years. Requirements Childcare & Education: Childcare & Education Course Online To enrol in this Childcare & Education: Childcare & Education Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Childcare & Education: Childcare & Education Course. Be energetic and self-motivated to complete our Childcare & Education: Childcare & Education Course. Basic computer Skill is required to complete our Childcare & Education: Childcare & Education Course. If you want to enrol in our Childcare & Education: Childcare & Education Course, you must be at least 15 years old. Career path Childcare & Education: Childcare & Education Course Online Upon successful completion of this Childcare & Education: Childcare & Education Course, learners can progress into a variety of unsupervised job roles in the public, voluntary, or private sectors, such as: Early Years Educator Practitioner in day nurseries Practitioner in nursery schools Practitioner in reception classes in primary school

Psychological Wellbeing Practitioner Course Online Unlock the Power of Psychological Wellbeing Practitioner Course: Enrol Now! Suppose you want to work as a Psychological Wellbeing Practitioner or learn more about Psychological Well-being but don't know where to start. In that case, this Psychological Wellbeing Practitioner course will provide you with a solid foundation to become a confident Psychological Wellbeing Practitioner and develop more advanced skills. Day by day, the number of people suffering from mental health problems like depression, anxiety, and low moods increases. This Psychological Wellbeing Practitioner course will help you better understand common mental health issues you or someone close to you may be dealing with. Through this Psychological Wellbeing Practitioner course, you'll learn how to assess and support people dealing with common mental health issues. This qualification aims to provide you with a better understanding of psychotherapy's core concepts, such as common psychological problems, the difference between psychotherapy and counselling, the various forms and types of psychotherapy, and much more. This Psychological Wellbeing Practitioner course will provide you with an overview of the role of a psychological wellbeing practitioner. You'll also learn about crisis intervention and how to help a client in crisis. Learning Outcomes After completing this Psychological Wellbeing Practitionercourse, the learner will be able to: Understand the basic concepts of psychotherapy. Understand the roles of a psychological wellbeing practitioner. Gain a thorough understanding of the common mental health difficulties and human psychology. Know the difference between psychotherapy and counselling. Know what skills are needed to be an exemplary psychological wellbeing practitioner. Gain in-depth knowledge of low-intensity CBT treatment. Become familiar with various types of psychotherapy like psychodynamic psychotherapy, counselling approaches, cognitive behavioural therapy and more. Know how to assess a patient. Understand crisis intervention and be able to help a client in crisis. Why choose this Psychological Wellbeing Practitioner course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the course. Courses you will Get with This Psychological Wellbeing Practitioner Course Course 01: Psychological Wellbeing Practitioner Course Course 02: Diploma in Health and Wellbeing Course 03: Level 2 Certificate in Awareness of Mental Health Problems [ Note: Free PDF certificate as soon as completing the Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner Course] Psychological Wellbeing Practitioner Course Online This Psychological Wellbeing Practitioner Course consists of 08 modules. Curriculum of Psychological Wellbeing Practitioner Course Module 01: An Overview of Psychotherapy Module 02: Necessary Skills of a Psychological Wellbeing Practitioner Module 03: Different Types of Therapies Module 04: The Ways of Engaging and Assessing the Patients Module 05: Understanding the Low Intensity CBT Treatment Module 06: Different Forms of Psychotherapy Module 07: The Ways of Helping the Client in Crisis Module 08: Understanding Crisis Intervention Assessment Method of Psychological Wellbeing Practitioner Course After completing Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Psychological Wellbeing Practitioner Course After completing the Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Psychological Wellbeing Practitioner Course Online This Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner course is ideal for anyone who wants to start a career as a Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner. Requirements Psychological Wellbeing Practitioner Course Online To enrol in this Psychological Wellbeing Practitioner Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Psychological Wellbeing Practitioner Course. Be energetic and self-motivated to complete our Psychological Wellbeing Practitioner Course. Basic computer Skill is required to complete our Psychological Wellbeing Practitioner Course. If you want to enrol in our Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner Course, you must be at least 15 years old. Career path Psychological Wellbeing Practitioner Course Online This Psychological Wellbeing Practitioner: Psychological Wellbeing Practitioner course will lead you to a range of career opportunities, including the following: Mental Health Counsellor Psychiatric Nurse Practitioner Social Worker

Level 7 Project Management Course Online Unlock the Power of Project Management: Project Management Course: Enrol Now! Project management professionals are required at all levels in both the private and public sectors. Project Management: Project Management Course is a sector that focuses on the planning, implementation, and supervision of critical projects that are at the heart of the modern business. Project Managers ensure that all predetermined objectives are met, on time and within budget, from simple operational adjustments to massive restructuring efforts. The demand for talented project managers continues to grow globally, as it is a position of significant responsibility. The Project Management: Project Management Course will introduce you to both fundamental and cutting-edge project management concepts. Throughout seventeen engaging modules, you will learn about project tools, techniques, and standards, as well as what is used in your organization. This Project Management: Project Management Course will help those new to project management lead and contribute to projects more effectively. Defining a project, planning a project, managing project quality and risk, managing project scope, managing project time, managing project communication, and managing global projects are some highlights of the course. Learning Outcomes You will be able to do the following at the end of the course: Recognize project management's technology and vocabulary. Demonstrate project preparation, execution, and close-out abilities. List the strengths, credentials, and abilities of a professional project manager. Discuss project management best practices. Determine the best methods and methodologies for project management. Create a project charter and define the project. Build and record clear and efficient project specifications. Organize the project team and cultivate constructive relationships with stakeholders. Estimate project costs and evaluate project outcomes. Main Course: Level 7 Project Management Course Included Project Management Course Course 01: Construction Project Management Course 02: Level 7 Construction Management Course 03: Construction Site Management Course 04: Level 1 Construction Cost Estimation Other Benefits of this Level 7 Project Management Course Free 05 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the Level 7 Project Management course] Level 7 Project Management Course Online Course Curriculum of Level 7 Project Management Course Module 01: Introduction to Project Management Module 02: Project Life-Cycle Module 03: Factors for Project Success or Failure Module 04: Project Feasibility Analysis and Project Selection Module 05: Project Execution and Control Module 06: Quality Management Module 07: Managing Conflict Module 08: Cost Management Module 09: Time Management Module 10: Project Risk Management Module 11: Project Procurement Management Module 12: Project Change Management Module 13: Communication Management Module 14: Project Integration Management Module 15: Scope Management Module 16: Managing Project Closure Module 17: International Course Curriculum of Construction Project Management Course Module 1: Construction Practices Module 2: Systematic Project Management Module 3: Project Estimating Module 4: Project Planning Module 5: Project Scheduling Concepts Module 6: Managing Time Module 7: Resource Management Module 8: Project Scheduling Applications Module 9: Project Cost System Module 10: Project Financial Management Course Curriculum of Course Curriculum of Level 7 Construction Management Course Module 1: Introduction to Construction Management Module 2: Arrangement of Construction Projects Module 3: Work Breakdown Structure Explained Module 4: The Process of Estimation and Resources Allocation for a Project Module 5: Planning Project Effectively Module 6: Project Risk Management Module 7: Estimating Cost Module 8: Initial Site Investigation and Assessment Module 9: Site Organisation Module 10: Planning for Construction Equipment Module 11: Managing Construction Equipment Module 12: Managing Construction Materials Module 13: Human Resources Management (HRM) Module 14: Building Better Teams Module 15: Managing Conflict Module 16: Managing Anger and Violence in the Workplace Module 17: Storage Management Module 18: Purchasing and Vendor Management Module 19: Quality Control for Construction Works Module 20: Legal Features of Contracting and more.. Assessment Method After completing Level 7 Project Management Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification After completing the Level 7 Project Management course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Level 7 Project Management Course Online This course is for anyone who wants to improve their project management skills and try their hand at it. People who work in the following fields will benefit from this course: Project Manager Project Supervisor Project Analyst Project Assistant Project Coordinator Project Management Support Project Consultant Project Management Assistant Project Management Officer Requirements Level 7 Project Management Course Online Students who intend to enrol in Level 7 Project Management Training course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path Level 7 Project Management Course Online Project Management Course carries wide and diverse career choices, which include: Project Assistant Project Management Support Project Analyst Project Coordinator

Learn how good communication works, and how your style relates to this. Includes Rules of Communication, Your Communication Style, Your Self Image, Clarifying Objectives, Reviewing Your Assumptions.

Learn the vital core skills of questioning and listening skills, and face-to-face communication. Includes Verbal Skills & Asking Questions, Open & Closed Questions, The Funnel, Active Listening, Face‐to‐Face Communication, Rules for Success

Learn how to deal with, and prevent, communication problems. Includes Identifying Problems, Opposition & Conflict, Difficult Messages, Assertiveness & Intimidation, Best Practices.

Learn telephone and written communication skills, as well as how to create an effective social media profile. Includes Better Telephone Communication, Overcoming Challenges on the Phone, Writing Structure & Quick Tips, Social Media Basics.

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