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Overview This Web Application Penetration Testing and Security course will unlock your full potential and will show you how to excel in a career in Web Application Penetration Testing and Security. So upskill now and reach your full potential. Everything you need to get started in Web Application Penetration Testing and Security is available in this course. Learning and progressing are the hallmarks of personal development. This Web Application Penetration Testing and Security will quickly teach you the must-have skills needed to start in the relevant industry. In This Web Application Penetration Testing and Security Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Web Application Penetration Testing and Security skills to help you advance your career. Acquire a comprehensive understanding of various Web Application Penetration Testing and Security topics and tips from industry experts. Learn in-demand Web Application Penetration Testing and Security skills that are in high demand among UK employers, which will help you to kickstart your career. This Web Application Penetration Testing and Security course covers everything you must know to stand against the tough competition in the Web Application Penetration Testing and Security field.  The future is truly yours to seize with this Web Application Penetration Testing and Security. Enrol today and complete the course to achieve a Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security is suitable for anyone aspiring to start a career in Web Application Penetration Testing and Security; even if you are new to this and have no prior knowledge on Web Application Penetration Testing and Security, this course is going to be very easy for you to understand.  And if you are already working in the Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Web Application Penetration Testing and Security 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 Web Application Penetration Testing and Security course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 01: Introduction About The Course 00:03:00 Unit 02: BE PREPARED Web Attack Simulation Lab 00:12:00 Unit 03: WEB APPLICATION TECHNOLOGIES Web application technologies 101 - PDF 00:00:00 HTTP Protocol Basics 00:11:00 Encoding Schemes 00:13:00 Same Origin Policy - SOP 00:06:00 HTTP Cookies 00:11:00 Cross-origin resource sharing 00:05:00 Web application proxy - Burp suite 00:09:00 Unit 04: INFORMATION GATHERING - MAPPING THE APPLICATIONS Fingerprinting web server 00:05:00 DNS Analysis - Enumerating subdomains 00:04:00 Metasploit for web application attacks 00:12:00 Web technologies analysis in real time 00:03:00 Outdated web application to server takeover 00:08:00 BruteForcing Web applications 00:06:00 Shodan HQ 00:07:00 Harvesting the data 00:05:00 Finding link of target with Maltego CE 00:09:00 Unit 05: CROSS-SITE SCRIPTING ATTACKS - XSS Cross Site Scripting- XSS - PDF 01:08:00 Cross site scripting 00:07:00 Reflected XSS 00:14:00 Persistent XSS 00:11:00 DOM-based XSS 00:10:00 Website defacement through XSS 00:09:00 XML Documents & database 00:14:00 Generating XSS attack payloads 00:13:00 XSS in PHP, ASP & JS Code review 00:13:00 Cookie stealing through XSS 00:12:00 Advanced XSS phishing attacks 00:08:00 Advanced XSS with BeEF attacks 00:10:00 Advanced XSS attacks with Burp suite 00:08:00 Code Review Guide 06:20:00 Unit 06: SQL INJECTION ATTACKS - EXPLOITATIONS SQL Injection attacks - PDF 01:30:00 Introduction to SQL Injection 00:16:00 Dangers of SQL Injection 00:05:00 Hunting for SQL Injection vulnerabilities 00:20:00 In-band SQL Injection attacks 00:27:00 Blind SQL Injection attack in-action 00:10:00 Exploiting SQL injection - SQLMap 00:09:00 Fuzzing for SQL Injection - Burp Intruder 00:14:00 Unit 07: CROSS SITE REQUEST FORGERY - XSRF CSRF or XSRF attack methods 00:12:00 Anti-CSRF Token methods 00:15:00 Anti-CSRF token stealing-NOT easy 00:11:00 Unit 08: AUTHENTICATION & AUTHORIZATION ATTACKS Authentication bypass-hydra 00:11:00 HTTP Verb Tampering 00:09:00 HTTP parameter pollution - HPP 00:06:00 Authentication 00:10:00 Unit 09: CLIENT SIDE SECURITY TESTING Client side control bypass 00:10:00 Unit 10: FILE RELATED VULNERABILITIES LFI & RFI attacks 00:13:00 Unrestricted file upload - content type 00:06:00 Unrestricted File Upload - Extension Type 00:06:00 Remote code execution using Shell Uploads 00:09:00 Unit 11: XML EXTERNAL ENTITY ATTACKS - XXE XML Documents & database 00:14:00 XXE attacks in action 00:14:00

Overview This AutoCAD Programming using VB.NET course will unlock your full potential and will show you how to excel in a career in AutoCAD Programming using VB.NET. So upskill now and reach your full potential. Everything you need to get started in AutoCAD Programming using VB.NET is available in this course. Learning and progressing are the hallmarks of personal development. This AutoCAD Programming using VB.NET will quickly teach you the must-have skills needed to start in the relevant industry. In This AutoCAD Programming using VB.NET Course, You Will: Learn strategies to boost your workplace efficiency. Hone your AutoCAD Programming using VB.NET skills to help you advance your career. Acquire a comprehensive understanding of various AutoCAD Programming using VB.NET topics and tips from industry experts. Learn in-demand AutoCAD Programming using VB.NET skills that are in high demand among UK employers, which will help you to kickstart your career. This AutoCAD Programming using VB.NET course covers everything you must know to stand against the tough competition in the AutoCAD Programming using VB.NET field.  The future is truly yours to seize with this AutoCAD Programming using VB.NET. Enrol today and complete the course to achieve a AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET is suitable for anyone aspiring to start a career in AutoCAD Programming using VB.NET; even if you are new to this and have no prior knowledge on AutoCAD Programming using VB.NET, this course is going to be very easy for you to understand.  And if you are already working in the AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET course has no prerequisite.  You don't need any educational qualification or experience to enrol in the AutoCAD Programming using VB.NET 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 AutoCAD Programming using VB.NET course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 01: Introduction Module 01: Course Outline 00:03:00 Module 02: Introduction 00:05:00 Module 03: Who is this course for? 00:04:00 Module 04: Tools Needed for this Course 00:01:00 Unit 02: What will you learn from this Course? Module 01: What will you learn from this Course - Overview 00:06:00 Unit 03: Windows Form and Controls Module 01: Windows Form and Controls - Overview 00:04:00 Module 02: ControlsDemo Project - Overview 00:03:00 Module 03: ControlsDemo Project - Creating the Project 00:04:00 Module 04: Controls Demo Project - Designing the Form 00:19:00 Module 05: ControlsDemo Project - Creating the Utility Class 00:10:00 Module 06: ControlsDemo Project - Coding the Combobox Control 00:15:00 Module 07: ControlsDemo Project - Coding the Textbox Control 00:10:00 Module 08: ControlsDemo Project - Coding the Radiobutton Control 00:08:00 Module 09: ControlsDemo Project - Coding the Checkbox Control 00:17:00 Unit 04: Developing Projects Module 01: Draw Rectangle Project - Overview 00:03:00 Module 02: Creating the DrawRectangle Project 00:04:00 Module 03: DrawRectangle Project - Creating the Utility Class 00:20:00 Module 04: DrawRectangle Project - Designing the Form 00:15:00 Module 05: DrawRectangle Project - Coding the User Interface Part 1 00:24:00 Module 06: DrawRectangle Project - Coding the User Interface Part 2 00:18:00 Module 07: DrawRectangle Project - Running the Program 00:06:00 Module 08: Automate Update Layer Project - Overview 00:02:00 Module 09: Creating the AutomateUpdateLayer Project 00:03:00 Module 10: Automate Update Layer Project - Creating the Utility Class 00:17:00 Module 11: AutomateUpdateLayer Project - Designing the User Interface 00:07:00 Module 12: AutomateUpdateLayer Project - Coding the Form 00:18:00 Module 13: AutomateUpdateLayer Project - Running the Program 00:07:00 Module 14: Automatic Block Extractor Project - Overview 00:03:00 Module 15: AutomaticBlockExtractor Project - Creating the Project 00:03:00 Module 16: AutomaticBlockExtractor Project - Creating the User Interface 00:09:00 Module 17: AutomaticBlockExtractor Project - Coding the Form 00:27:00 Module 18: AutomaticBlockExtractor Project - Creating the Utility Class 00:27:00 Module 19: AutomaticBlockExtractor Project - Running the Program 00:10:00 Module 20: AutomateUpdateTextStyles Project - Overview 00:03:00 Module 21: AutomateUpdateTextStyle Project - Creating the Project 00:02:00 Module 22: AutomateUpdateTextStyle Project - Creating the User Interface 00:09:00 Module 23: AutomateUpdateTextStyle Project - Coding the Form 00:20:00 Module 24: AutomateUpdateTextStyle Project - Coding the Utility Class 00:16:00 Module 25: AutomateUpdateTextStyle Project - Running the Program 00:08:00 Module 26: Multiple Plot DWG to PDF Project - Overview 00:03:00 Module 27: MultiplePlotDWGtoPDF Project - Creating the Project 00:04:00 Module 28: MultiplePlotDWGtoPDF Project - Creating the User Interface 00:09:00 Module 29: MultiplePlotDWGtoPDF Project - Coding the Form 00:20:00 Module 30: MultiplePlotDWGtoPDF Project - Creating the Utility Class 00:30:00 Module 31: MultiplePlotDWGtoPDF Project - Running the Program 00:13:00 Module 32: Multiple Object Extractor Project - Overview 00:03:00 Module 33: MultipleObjectExtractor Project - Creating the Project 00:02:00 Module 34: MultipleObjectExtractor Project - Creating the User Interface 00:15:00 Module 35: MultipleObjectExtractor Project - Coding the Form Load Event 00:05:00 Module 36: MultipleObjectExtractor Project - Coding the Browse Buttons 00:10:00 Module 37: MultipleObjectExtractor Project - Coding the Extract Button 00:20:00 Module 38: MultipleObjectExtractor Project - Coding the ProcessDrawing Method 00:09:00 Module 39: MultipleObjectExtractor Project - Coding the ProcessObjectExtraction Method 00:11:00 Module 40: MultipleObjectExtractor Project - Coding the ExtractLine Method 00:09:00 Module 41: MultipleObjectExtractor Project - Coding the ExtractCircle Method 00:03:00 Module 42: MultipleObjectExtractor Project - Coding the ExtractPolyline Method 00:09:00 Module 43: MultipleObjectExtractor Project - Coding the ExtractMText Method 00:05:00 Module 44: MultipleObjectExtractor Project - Coding the ExtractBlock Method 00:05:00 Module 45: MultipleObjectExtractor Project - Running the Program 00:15:00 Unit 05: Conclusion Module 01: Conclusion 00:01:00

Overview of Photo Magic - Edit Like a Pro Super Bundle Join our Photo Magic – Edit Like a Pro Super Bundle 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 Photo Magic – Edit Like a Pro Super Bundle course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Photo Magic – Edit Like a Pro Super Bundle 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! This Photo Magic - Edit Like a Pro Super Bundle 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 Photo Magic – Edit Like a Pro Super Bundle. 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 Photo Magic – Edit Like a Pro Super Bundle 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 Photo Magic – Edit Like a Pro Super Bundle 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 Photo Magic – Edit Like a Pro Super Bundle 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 Photo Magic – Edit Like a Pro Super Bundle Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.

Overview This Quality Management and Strategic Training course will unlock your full potential and will show you how to excel in a career in Quality Management and Strategic Training. So upskill now and reach your full potential. Everything you need to get started in Quality Management and Strategic Training is available in this course. Learning and progressing are the hallmarks of personal development. This Quality Management and Strategic Training will quickly teach you the must-have skills needed to start in the relevant industry. In This Quality Management and Strategic Training - ISO 9001 Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Quality Management and Strategic Training - ISO 9001 skills to help you advance your career. Acquire a comprehensive understanding of various Quality Management and Strategic Training - ISO 9001 topics and tips from industry experts. Learn in-demand Quality Management and Strategic Training - ISO 9001 skills that are in high demand among UK employers, which will help you to kickstart your career. This Quality Management and Strategic Training course covers everything you must know to stand against the tough competition in the Quality Management and Strategic Training field.  The future is truly yours to seize with this Quality Management and Strategic Training. Enrol today and complete the course to achieve a Quality Management and Strategic Training 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 Quality Management and Strategic Training 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 Quality Management and Strategic Training 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 Quality Management and Strategic Training 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 Quality Management and Strategic Training is suitable for anyone aspiring to start a career in Quality Management and Strategic Training; even if you are new to this and have no prior knowledge on Quality Management and Strategic Training, this course is going to be very easy for you to understand.  And if you are already working in the Quality Management and Strategic Training 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 Quality Management and Strategic Training 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 Quality Management and Strategic Training course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Quality Management and Strategic 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 Quality Management and Strategic Training course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Structure Course Structure 00:07:00 Critical Definitions What is Quality 00:00:00 What is ISO 00:08:00 What is a System - Management System 00:02:00 What is Policy - Quality Policy 00:06:00 What is Vision, Mission & Strategy 00:03:00 QA Vs QC 00:06:00 Effectiveness Vs Efficiency 00:06:00 Verification Vs Validation 00:11:00 Conformity Vs Nonconformity Vs Defect 00:04:00 Correction Vs Corrective Action Vs Preventive Action 00:08:00 Risk & Preventive Action 00:06:00 What is Competence 00:03:00 What is the Context of the Organization 00:05:00 Who are the Interested parties 00:03:00 What are the Needs & expectations 00:05:00 Management System Requirements 00:01:00 Who is a customer 00:02:00 What is Customer Satisfaction 00:06:00 Product Vs Service Vs Process 00:05:00 Document Vs Record 00:06:00 What is Customer Complaint 00:02:00 Measuring Vs Monitoring Vs Performance 00:02:00 Who is Responsible Who is Responsible 00:12:00 Responsibility Vs Accountability 00:02:00 Quality Management Principles Quality Management Principles 00:17:00 Major Changes ISO 9001:2015 Core Concepts 00:08:00 Major terminology Differences 00:04:00 Documented Information 00:07:00 Major changes - Organizational Knowledge 00:05:00 Major changes - Risk Based Thinking 00:06:00 Process Approach Process Approach Concept-1 00:04:00 What is PDCA 00:05:00 Process Approach Concept-2 00:03:00 Process Approach in ISO 9001:2015 00:04:00 Key Benefits 00:07:00 PDCA in ISO 9001 2015 00:10:00 Context of the Organization Understanding the Organization and its Context 00:08:00 Internal & External issues 00:03:00 SWOT Analysis 00:06:00 Interested Parties & their Needs & Expectations 00:03:00 KANO Model 00:10:00 Understanding the context - Summary 00:08:00 Choosing your Strategic Objective 00:05:00 Strategic Map Examples-1 00:03:00 Strategic Planning Process 00:06:00 What is a Vision 00:06:00 How to Create a Vision Statement 00:08:00 What is a Mission 00:06:00 SMART GOAL 00:06:00 SMART Goal Example 00:04:00 Strategic Map Examples-2 00:10:00 Context Chapter Summary 00:07:00 Quality Objectives Quality Objectives & Planning 00:05:00 ISO & SMART 00:02:00 Objectives Origin 00:06:00 Objectives Examples 00:07:00 Goal Vs Objective-1 00:07:00 Goal Vs Objective Example 00:02:00 Goal Vs Objective-2 00:10:00 Performance Evaluation Performance Evaluation in ISO 9001:2015 00:10:00 Customer Satisfaction 00:06:00 Analysis & Evaluation 00:12:00 Key Performance Indicators 00:08:00 Dashboard Examples 00:07:00 Management Review Meetings 00:11:00 Improvement 00:16:00 Nonconformity & Corrective Action 00:06:00 Nonconformity & Corrective Action Example 00:06:00 Nonconformity & Corrective Action Origin 00:06:00 Continual Improvement 00:01:00 Analysis Mindset 00:09:00 Quantitative Vs Qualitative 00:16:00 Now What Now What? 00:11:00 Course Summary 00:10:00 Helpful Tools SIPOC 00:06:00 Flowcharts 00:04:00 Control Charts 00:04:00 Cause and Effect Diagram 00:06:00 Pareto Chart 00:07:00 5 WHYs 00:03:00 Other Tools 00:08:00 Finally! 00:01:00 See you soon Bonus Lecture 00:02:00

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

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