5585 Computing & IT courses in Coseley delivered Online

Description: This Certified Information Systems Auditor (CISA) - Complete Video Course will provide you with the knowledge and proficiency to prepare for the globally recognized CISA certification exam. The CISA certification has become very popular since it originated in 1978, and is a benchmark for IS audit, security, control, and assurance personnel to validate your skill set. This course will immerse you into the subject, with in-depth coverage of the information covering the five domains that make up the 'Body of Knowledge' for the CISA exam and will provide you the tools to build your technical skills to develop, manage, and perform IT security audits. Being CISA-certified showcases your audit experience, skills and knowledge, and demonstrates you are capable to assess vulnerabilities, report on compliance and institute controls within the enterprise. So, enhance your career by earning CISA - world-renowned as the standard of achievement for those who audit, control, monitor and assess information technology and business system Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Certified Information Systems Auditor (CISA) - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Certified Information Systems Auditor (CISA) - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. The Process of Auditing Information Systems Management of the Audit Function FREE 00:20:00 ISACA IT Audit and Assurance Standards and Guidelines 01:16:00 Risk Analysis 00:21:00 Internal Controls 00:17:00 Performing An IS Audit 01:07:00 Control Self-Assessment 00:09:00 The Evolving IS Audit Process 00:12:00 Governance and Management of IT Corporate Governance 00:06:00 IT Governance 00:02:00 IT Monitoring and Assurance Practices for Board and Senior Management 00:40:00 Information Systems Strategy 00:05:00 Maturity and Process Improvement Models 00:01:00 IT Investment and Allocation Practices 00:05:00 Policies and Procedures 00:17:00 Risk Management 00:31:00 IS Management Practices 00:50:00 IS Organizational Structure and Responsibilities 00:17:00 Auditing IT Governance Structure and Implementation 00:06:00 Business Continuity Planning 00:37:00 Information Systems Acquisition, Development and Implementation Business Realization 01:21:00 Project Management Structure 00:08:00 Project Management Practices 00:18:00 Business Application Development 00:42:00 Business Application Systems 00:38:00 Alternative Forms of Software Project Organization 00:03:00 Alternative Development Methods 00:10:00 Infrastructure Development/Acquisition Practices 00:09:00 Information Systems Maintenance Practices 00:09:00 System Development Tools And Productivity Aids 00:05:00 Business Process Reengineering And Process Change Projects 00:08:00 Application Controls 00:07:00 Auditing Application Controls 00:14:00 Auditing Systems Development, Acquisition And Maintenance 00:08:00 Information Systems Operations, Maintenance and Support Information Systems Operations 00:19:00 Information Systems Hardware 00:13:00 IS Architecture and Software 00:39:00 Network Infrastructure 01:16:00 Disaster Recovery Planning 00:19:00 Protection of Information Assets Importance Of Information Security 00:43:00 Logical Access 00:37:00 Network Infrastructure Security 00:39:00 Auditing Information Security Management Framework 00:03:00 Auditing Network Infrastructure Security 00:13:00 Environmental Exposures and Controls 00:02:00 Physical Access Exposures and Controls 00:05:00 Mobile Computing 00:05:00 Mock Exam Mock Exam- Certified Information Systems Auditor (CISA) - Complete Video Course 00:20:00 Final Exam Final Exam- Certified Information Systems Auditor (CISA) - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This course is designed to help you master the concepts of JavaScript needed to create interactive web games. You will create five interesting word games that will teach you how to write and test the game code in JavaScript.

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special AWS Essentials for Solution Architect & SysOps Administrator Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training that employers are looking for in today's workplaces. The AWS Essentials for Solution Architect & SysOps Administrator Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This AWS Essentials for Solution Architect & SysOps Administrator Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This AWS Essentials for Solution Architect & SysOps Administrator Course, like every one of Skillwise's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this AWS Essentials for Solution Architect & SysOps Administrator? Unlimited access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD Quality Standard-accredited qualifications after course completion Receive one-to-one assistance every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the AWS Essentials for Solution Architect & SysOps Administrator there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This AWS Essentials for Solution Architect & SysOps Administrator course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skills. Prerequisites This AWS Essentials for Solution Architect & SysOps Administrator does not require you to have any prior qualifications or experience. You can just enroll and start learning. This AWS Essentials for Solution Architect & SysOps Administrator was made by professionals and it is compatible with all PCs, Macs, tablets, and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as a bonus, you will be able to pursue multiple occupations. This AWS Essentials for Solution Architect & SysOps Administrator is a great way for you to gain multiple skills from the comfort of your home.

The Professional Certificate in Management Information System aims to introduce the learner to the concepts in the management information system. The learner will be able to understand the nature of information, categorization of information for the decision making the purpose of the top management. Learning Outcomes After the successful completion of the certificate, the student will be able to know: Introduction - definitions Decision Making in Organisations The Nature of Information Decision Making and Information Management Information Systems Organisation Level & IS Deployment Strategic Information Systems Managerial Issues VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Management Information Systems Management Information System Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the knowledge of the learner in the field. This certificate is for very one eager to know more and gets updated on current ideas in the respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Strategy Manager Strategic System Developer Information Manager Organizational Knowledge Manager Average Completion Time 2 Weeks Accreditation 1 CPD Hour Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Description: Corel WordPerfect 12 - Intermediate Level is necessary for you after finishing the foundation course. This course has several modules which will help you work on the foundation level skills that you have attained and improve on them. The basic elements of this course will expose you to slightly advanced stuff that is incorporated in the WordPerfect program. It will teach you all the tools and expertise necessary to operate during any work to become more efficient. This course will help you stand out among other workers or colleagues and further your cause to promote your career. Learning Outcomes: Utilizing the WordPerfect file dialog box and toolbar options Saving your files using file extensions, viewing file properties, backing up your documents, and saving different versions Using page setup through margins, layout options, page size and orientation Explore the various printing options in order to get printouts Creating, expanding and saving Master documents; also creating, editing and removing subdocuments Understanding reveal codes window and un-revealing codes Examining code - like modifying, deleting, hard vs. soft; working with specific codes - character, sentence and paragraphs, etc.; and finding and replacing codes Applying built-in style using the property bar, updating existing styles, and creating your own style using QuickStyles and dialog boxes Creating and using document styles; and managing styles through the adding, saving and settings options Inserting and creating different list styles, and managing these list styles Utilizing QuickFormat and other formatting tools like the Make-It-Fit command and more Creating headers and footers, using the property bar, placing, suppressing, and deleting headers and footers Formatting text into columns, commenting on documents and reviewing them as well How to create watermark or text boxes Moving, resizing, adding borders and fill, adding captions, and wrapping text in text boxes Understand the basics of custom graphics and how to edit them to meet your needs Creating hyperlink and speed link within your documents Working with bookmarks and quickmarks Create table of contents, setting it up, generating and re-generating it, and using the document map Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Corel WordPerfect 12 - Intermediate Level is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Corel WordPerfect 12 - Intermediate Level is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. MANAGING DOCUMENTS USING THE FILE DIALOG BOX 01:00:00 USING TOOLBARS 00:15:00 SAVING YOUR FILES 00:30:00 USING PAGE SETUP 00:30:00 PRINTING YOUR FILES 00:30:00 USING MASTER DOCUMENTS AND SUBDOCUMENTS 01:00:00 USING REVEAL CODES REVEALING CODES 00:30:00 EXAMINING CODE 00:30:00 SPECIFIC CODES 00:30:00 FINDING AND REPLACING CODES 00:30:00 FORMATTING USING STYLES APPLYING A BUILT-IN STYLE 00:30:00 CREATING A STYLE 00:30:00 USING DOCUMENT STYLES 00:30:00 MANAGING STYLES 00:30:00 USING LIST STYLES 01:00:00 MANAGING LIST STYLES 00:30:00 OTHER FORMATTING TOOLS USING QUICKFORMAT 01:00:00 OTHER FORMATTING TOOLS 01:00:00 CREATING HEADERS AND FOOTERS 00:30:00 FORMATTING TEXT INTO COLUMNS 01:00:00 COMMENTING ON A DOCUMENT 01:00:00 REVIEWING A DOCUMENT 01:00:00 TEXT AND GRAPHICS CREATING A WATERMARK 00:30:00 CREATING TEXT BOXES 00:30:00 JAZZING UP TEXT BOXES 01:00:00 THE BASICS OF CUSTOM GRAPHICS 00:30:00 EDITING CUSTOM GRAPHICS 01:00:00 LINKS AND REFERENCES CREATING LINKS TO OUTSIDE YOUR DOCUMENT 00:30:00 WORKING WITH BOOKMARKS 00:30:00 WORKING WITH QUICKMARKS 00:30:00 CREATING A TABLE OF CONTENTS 01:00:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Don't let your emotions rule your life- live like a proactive person. Learn 'What is Counselling & Psychotherapy', 'Treatment by DBT', 'DBT for Psychological Disorders'.

Description: Outlook is the most valuable communication tools. It helps you to communicate faster. In this Microsoft Office 2007 Outlook Advanced - Complete Video Course you will build on the email and calendaring skills you have already obtained and will provide you with the skills needed to personalize email, organize Outlook items, manage Outlook data files, share and link contacts, save and archive email, create forms, and work offline and remotely, and much more. Before getting this course you must have the basic and intermediate skills of Microsoft Outlook 2007. This level will give you an advanced knowledge you need to know about Microsoft Outlook 2007. It will provide you with sufficient 2007 Outlook Advanced skills to create sophisticated analytical spreadsheet and master interface advanced formulae. So, take this advanced course to get a complete understanding of the higher functions of Outlook. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Office 2007 Outlook Advanced - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Office 2007 Outlook Advanced - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Mailbox Managing Data Files FREE 00:08:00 Managing Your Mailbox 00:15:00 Notes and Journal Folders The Notes Folder 00:12:00 The Journal Folder 00:21:00 Calendar and Contacts The Calendar 00:09:00 Group Schedules 00:07:00 The Contacts Folder 00:18:00 Collaboration Features Sharing your Folders 00:25:00 Sharing Calendars 00:23:00 SharePoint Integration 00:02:00 RSS Feeds 00:08:00 Templates and Forms Working with Templates 00:08:00 Working with Forms 00:17:00 Mock Exam Mock Exam- Microsoft Office 2007 Outlook Advanced - Complete Video Course 00:20:00 Final Exam Final Exam- Microsoft Office 2007 Outlook Advanced - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: This Microsoft Outlook Advanced Level course is designed to drive the students into a complete advanced and professional level. Through this course, we will cover some of the advanced functions of Outlook 2013. Gain information about some of the advanced emails, calendars, and task commands. You will also be taught about how to save, protect and manage your Outlook data. As well as, explore the RSS feed. Who is this course for? This advanced course is suitable for individuals who have good knowledge of Outlook and are looking forward to learning about its complicated and advanced functions. For individuals who have already studied our Microsoft outlook for beginners and have a background about the outlook. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft Outlook Advanced Level training will be very beneficial and helpful, especially to the following professionals: For employees working in any industry, at any position. Microsoft Outlook Advanced Level Module One - Getting Started 00:30:00 Module Two - Working with Messages 01:00:00 Module Three - Customizing Your Profile 01:00:00 Module Four - Advanced Email Tasks 01:00:00 Module Five - Managing Junk Mail 01:00:00 Module Six - Advanced Calendar Tasks 01:00:00 Module Seven - Doing More With Tasks 01:00:00 Module Eight - Using Notes 01:00:00 Module Nine - Viewing RSS Feeds 01:00:00 Module Ten - Printing 01:00:00 Module Eleven - Managing Outlook Data 01:00:00 Module Twelve - Wrapping Up 01:00:00 Activities Activities- Microsoft Outlook Advanced Level 00:00:00 Mock Exam Mock Exam- Microsoft Outlook Advanced Level 00:20:00 Final Exam Final Exam- Microsoft Outlook Advanced Level 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Welcome to the Microsoft Outlook 2010 Expert Workshop. Prepare yourself to put your communication tools into high gear. The Microsoft Outlook 2010 Expert Workshop will help you customise the Outlook interface so that it works best for you. It includes how to use the tools to organise your data and allow for smaller backup files. Understand how to control your messages which are being sent, forwarded, and stored. Through this course, you will learn how to use styles, themes, and formatted graphics to enhance your messages. Who is the course for? Professionals who want to learn about Microsoft functions and features. People who have an interest in knowing advanced Microsoft Outlook features. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft Outlook 2010 Intermediate Level will be very beneficial and helpful, especially to the following professionals: Business IT Admin Secretary Project Management Microsoft Outlook 2010 Intermediate Level Module One - Getting Started 00:30:00 Module Two - Working with the Outlook Environment 01:00:00 Module Three - Printing 01:00:00 Module Four - Working with Quick Steps 01:00:00 Module Five - Working with Messages 01:00:00 Module Six - Manipulating Message Properties and Options 01:00:00 Module Seven - Formatting Messages 01:00:00 Module Eight - Managing Automatic Content 01:00:00 Module Nine - Working with the Calendar, Appointments, and Meetings 01:00:00 Module Ten - Working with Contacts and Contact Groups 01:00:00 Module Eleven - Working with Tasks and the Journal 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities-Microsoft Outlook 2010 Intermediate Level 00:00:00 Mock Exam Mock Exam- Microsoft Outlook 2010 Intermediate Level 00:20:00 Final Exam Final Exam- Microsoft Outlook 2010 Intermediate Level 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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