Be an expert professional in using Microsoft Access with the Microsoft Access - Beginners, Intermediate & Advanced course. Microsoft Access is a database management system that helps you to store information for reference, reporting, and analysis. Using this information management tool, you can able to analyze large amounts of information, and manage related data more quickly. The course starts by explaining the very basic features of Microsoft Access which will be later followed on the advanced features. Therefore the course is suitable for the novice to the advanced learners who want to exceed their skill. The course teaches you how to work with queries, forms, reports, and how to work with Macros, advanced database apps, and more. Who is this Course for? Microsoft Access - Beginners, Intermediate & Advanced is 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. 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. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Microsoft Access for Beginners Module One - Getting Started 00:30:00 Module Two - Opening and Closing Access 01:00:00 Module Three - An Introduction to Databases 01:00:00 Module Four - Sharing Data Using Apps 01:00:00 Module Five - Working in Your App 01:00:00 Module Six - An Introduction to Desktop Databases 01:00:00 Module Seven - Performing Basic Table Tasks 01:00:00 Module Eight - Working with Fields 01:00:00 Module Nine - Working with Table Relationships 01:00:00 Module Ten - An Introduction to Queries, Forms, and Reports 01:00:00 Module Eleven - Protecting Your Data 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access for Beginners 00:00:00 Microsoft Access for intermediate level Module One - Getting Started 00:30:00 Module Two - Creating a Custom App 01:00:00 Module Three - Customizing App Actions 01:00:00 Module Four - Customizing Your App Views with Macros 01:00:00 Module Five - Working with Validation Rules and Messages 01:00:00 Module Six - Working with Macros 01:00:00 Module Seven - Advanced Query Tasks 01:00:00 Module Eight - Designing Forms 01:00:00 Module Nine - Advanced Reporting Tasks 01:00:00 Module Ten - Advanced Database Tools 01:00:00 Module Eleven - Working with the Access Environment 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access Intermediate Level 00:00:00 Microsoft Access Advanced Level Module One - Getting Started 00:30:00 Module Two - Using App Views 01:00:00 Module Three - Customizing Apps, Part One 01:00:00 Module Four - Customizing Apps, Part Two 01:00:00 Module Five - Working with More Record Tasks 01:00:00 Module Six - Using Advanced Field Tasks 01:00:00 Module Seven - Working in Table Design View 01:00:00 Module Eight - Working with the Expression Builder 01:00:00 Module Nine - Working with External Data 01:00:00 Module Ten - Creating Queries 01:00:00 Module Eleven - Creating Forms and Reports 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft Access Advanced Level 00:00:00 Mock Exam Mock Exam- Microsoft Access - Beginners, Intermediate, Advanced 00:30:00 Final Exam Final Exam- Microsoft Access - Beginners, Intermediate, Advanced 00:30:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
Start learning Fundamentals of Copywriting Training that will give you enough knowledge and skills to build your dream career. About this course This Fundamentals of Copywriting Training helps to grow your skills faster through the power of relevant content and world-class tutors. In this industry-leading bite-sized course, you will learn up-to-date knowledge in the relevant field within a few hours and get certified immediately. The modules of this course are very easy to understand and all of the topics are split into different sections. You will easily grasp and use the knowledge gained from this course in your career and go one step ahead of your competitors. The course is designed to improve your employability and provide you with the tools you need to succeed. Enrol today and start learning your essential skills. Why choose this course Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Get 24/7 help or advice from our email and live chat teams Get full tutor support on weekdays (Monday to Friday) Course Design The Fundamentals of Copywriting Training is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Who Is This Course For This Fundamentals of Copywriting Training is ideal for those who want to be skilled in this field or who wish to learn a new skill to build their dream career. If you want to gain extensive knowledge, potential experience, and be an expert in the related field then this is a great course for you to grow your career. Requirements This course is for anyone who would like to learn Fundamentals of Copywriting Training related skills to aid his/her career path. No formal entry prerequisites are required Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Course Content Module 01: An Overview of Copywriting Module 02: Fundamentals of Copywriting Module 03: Important Copywriting Skills Module 04: How to add Eye-Catching Headlines
Description: This Microsoft Office 2010 Excel Intermediate - Complete Video Course builds on the skills and concepts taught in Excel 2010: Basic. You will learn how to use multiple worksheets and workbooks efficiently, and you will start working with more advanced formatting options including styles, themes, and backgrounds, create informative, eye-catching charts and harness the power of Excel's data analysis and filtering tools, how to create outlines and subtotals, how to create and apply cell names, and how to work with tables. You will save workbooks as Web pages, insert and edit hyperlinks, and learn to share workbooks by email. In addition, you'll find out how easy it is to create macros that let you manipulate data with the push of a button. You'll also discover how to use Goal Seek and Solver and apply them to real-world problems. And you'll set yourself apart from the casual Excel user by adding time-saving functions to your repertoire. 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 2010 Excel Intermediate - 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 2010 Excel Intermediate - 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. Using Multiple Worksheets and Workbooks Using Multiple Workbooks 00:05:00 Linking Worksheets with 3-D Formulas 00:05:00 Linking Workbooks 00:09:00 Managing Workbooks 00:04:00 Advanced Formatting Using Special Number Formats 00:10:00 Using Functions to Format Text 00:09:00 Working with Styles 00:08:00 Working with Themes 00:07:00 Other Advanced Formatting 00:17:00 Outlining and Subtotals Outlining and Consolidating Data 00:13:00 Creating Subtotals 00:06:00 Cell and Range Names Creating and Using Names 00:14:00 Managing Names 00:07:00 Tables Sorting and Filtering Data 00:09:00 Advanced Filtering 00:08:00 Working with Tables 00:10:00 Web and Sharing Features Saving Workbooks as Web Pages 00:05:00 Using Hyperlinks 00:06:00 Sharing Workbooks 00:03:00 Advanced Charting Chart Formatting Options 00:05:00 Combination Charts 00:08:00 Graphical Elements 00:11:00 Documenting and Auditing Auditing Features 00:05:00 Comments in Cells and Workbooks 00:04:00 Protection 00:08:00 Workgroup Collaboration 00:09:00 Templates and Settings Application Settings 00:08:00 Built-in Templates 00:04:00 Creating and Managing Templates 00:05:00 PivotTables and PivotCharts Working with PivotTables 00:14:00 Rearranging PivotTables 00:06:00 Formatting PivotTables 00:03:00 Using PivotCharts 00:04:00 Mock Exam Mock Exam- Microsoft Office 2010 Excel Intermediate - Complete Video Course 00:20:00 Final Exam Final Exam- Microsoft Office 2010 Excel Intermediate - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description: Microsoft Excel was created to become a useful program to help you become more efficient and effective in manipulating your data. This program is being used by almost all the professionals. You will know how to share workbooks, its advanced functions and formulas through this course. You will learn the importance of security setting when sharing workbooks with Macros. You will take advantage of the host of functions available in Excel to perform every type of calculation you can imagine. Who is the course for? Professionals who want to learn about Microsoft Office Excel Essentials 2013. People who have an interest in knowing all the features of Microsoft Excel 2013 Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally 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 Excel Intermediate Level course is a useful qualification to possess and would be beneficial for any for any Office job, such as: Admin Assistant PA Secretary Administrator Account Assistant Bookkeeper Accountant Office Manager Microsoft Excel - Intermediate Level Module One - Getting Started 00:30:00 Module Two - Working with Permissions and Options 00:30:00 Module Three - Sharing Workbooks 00:30:00 Module Four - Performing Advanced Formula and Function Tasks 00:30:00 Module Five - Working with Array Formulas 01:00:00 Module Six - Working With Macros 00:30:00 Module Seven - Working With Forms 00:30:00 Module Eight - Applying Advanced Chart Features 01:00:00 Module Nine - Working With Slicers and Timelines 00:30:00 Module Ten - Working With Multiple Tables, Relationships and External Data 00:30:00 Module Eleven - Working With PowerView 00:30:00 Module Twelve - Wrapping Up 01:00:00 Activities Activities- Microsoft Excel - Intermediate Level 00:00:00 Mock Exam Mock Exam- Microsoft Excel - Intermediate Level 00:20:00 Final Exam Final Exam- Microsoft Excel - Intermediate Level 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Description Microsoft Excel is a powerful and easy to use spreadsheet program that almost all businesses use on a day-to-day basis. It is used to store and retrieve numerical data and it is ideal for entering, calculating and analysing company data such as sales figures, sales taxes or commissions. This Level 3 Diploma in Microsoft Excel 2016 is a course which will help you learn the various features incorporated in the software. This course has been specially designed to cover everything from the basic concepts to the advanced levels. This course allows you to take advantage of the online aspect of training by learning at your own pace. As long as you have access to an eligible device, such as a laptop, or smartphone, and an internet connection, you can access this Level 3 Diploma in Microsoft Excel 2016 from anywhere, and anytime. Learning Outcomes: Familiarize the excel user interface, creating basic worksheet and using the help system How to create formulas, reuse them and insert functions in a worksheet Managing cells, columns and rows and ways to manipulate data Utilizing the 'Search and replace' data options and spell checking Modifying fonts, adding borders and colours to cells, using number formats, aligning cell contents and applying cell styles Define and refine page layouts for printing options Managing large workbooks through worksheet tab formatting and using different views Options for general customization, language, formula, proofing and saving Customizing Quick Access toolbar, ribbon, advanced and Trust Center options Utilize Excel's version control features and enabling add-ins Best ways to utilize Macro Recorder, how to edit and debug a macro, and setting up macro security Customizing the Quick Access toolbar and hotkeys Utilizing Macros to insert and format texts, sort and duplicate data, and generate reports Determine appropriate dialog box types to use Using variety of techniques to capture user input Managing worksheets using macros Creating user-defined functions and ways to automate SUM functions with macros Explore PowerPivot applications Importing data from different sources Creating linked tables Organizing and formatting tables Creating calculated columns PowerPivot data filtering and sorting Creating PivotTables and PivotCharts, and filtering data using slicers Presenting Visual data through visual outlets Utilizing DAX functions for manipulating PowerPivot data Extracting data from tables using functions, and working with time-dependent data Saving data in different formats and protecting reports 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? Level 3 Diploma in Microsoft Excel 2016 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 Level 3 Diploma in Microsoft Excel 2016 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. Module : 1 Identify the Elements of the Excel Interface 00:30:00 Activity - Identify the Elements of the Excel Interface 00:05:00 Create a Basic Worksheet 01:00:00 Activity - Create a Basic Worksheet 00:05:00 Use the Help System 00:30:00 Activity - Use the Help System 00:05:00 Create Formulas in a Worksheet 01:00:00 Activity - Create Formulas in a Worksheet 00:05:00 Insert Functions in a Worksheet 00:30:00 Activity - Insert Functions in a Worksheet 00:05:00 Reuse Formulas 00:30:00 Activity - Reuse Formulas 00:05:00 Manipulate Data 00:30:00 Activity - Manipulate Data 00:05:00 Insert, Manipulate, and Delete Cells, Columns, and Rows 00:30:00 Activity - Insert, Manipulate, and Delete Cells, Columns, and Rows 00:05:00 Search For and Replace Data 00:30:00 Activity - Search For and Replace Data 00:05:00 Spell Check a Worksheet 00:30:00 Activity - Spell Check a Worksheet 00:05:00 Modify Fonts 00:30:00 Activity - Modify Fonts 00:05:00 Add Borders and Colors to Cells 01:00:00 Activity - Add Borders and Colors to Cells 00:05:00 Apply Number Formats 00:30:00 Activity - Apply Number Formats 00:05:00 Align Cell Contents 00:30:00 Activity - Align Cell Contents 00:05:00 Apply Cell Styles 00:30:00 Activity - Apply Cell Styles 00:05:00 Define the Basic Page Layout for a Workbook 01:00:00 Activity - Define the Basic Page Layout for a Workbook 00:05:00 Refine the Page Layout and Apply Print Options 00:30:00 Activity - Refine the Page Layout and Apply Print Options 00:05:00 Format Worksheet Tabs 00:30:00 Activity - Format Worksheet Tabs 00:05:00 Manage Worksheets 00:30:00 Activity - Manage Worksheets 00:05:00 Manage the View of Worksheets and Workbooks 00:30:00 Activity - Manage the View of Worksheets and Workbooks 00:05:00 Customize General and Language Options 00:30:00 Activity - Customize General and Language Options 00:05:00 Customize Formula Options 00:30:00 Activity - Customize Formula Options 00:05:00 Customize Proofing and Save Options 01:00:00 Activity - Customize Proofing and Save Options 00:05:00 Customize the Ribbon and Quick Access Toolbar 00:30:00 Activity - Customize the Ribbon and Quick Access Toolbar 00:05:00 Customize the Functionality of Excel by Enabling Add-Ins 00:30:00 Activity - Customize the Functionality of Excel by Enabling Add-Ins 00:05:00 Customize Advanced and Trust Center Options 00:30:00 Activity - Customize Advanced and Trust Center Options 00:05:00 Activities and Exercise Files - Microsoft Excel 2016 for Beginners 00:00:00 Module : 2 Apply Range Names 00:30:00 Use Specialized Functions 00:30:00 Use Text Functions 00:30:00 Use Logical Functions 00:30:00 Use Lookup Functions 00:30:00 Use Date Functions 00:30:00 Use Financial Functions 00:30:00 Create and Modify Tables 00:30:00 Sort and Filter Data 00:30:00 Use Subtotal and Database Functions to Calculate Data 00:30:00 Create Charts 00:30:00 Modify and Format Charts 00:30:00 Create a Trendline 00:30:00 Create Advanced Charts 00:30:00 Create a PivotTable 00:30:00 Filter Data by Using Slicers 00:30:00 Analyze Data with PivotCharts 00:30:00 Insert and Modify Graphic Objects 00:30:00 Layer and Group Graphic Objects 00:30:00 Incorporate SmartArt 00:30:00 Customize Workbooks 00:30:00 Manage Themes 00:30:00 Create and Use Templates 00:30:00 Protect Files 00:30:00 Preparing a Workbook for Multiple Audiences 00:30:00 Activities and Exercise Files - Microsoft Excel 2016 Intermediate 00:00:00 Module : 3 Update Workbook Properties 00:15:00 Activity-Update Workbook Properties 00:05:00 Create and Edit a Macro 00:15:00 Activity-Create and Edit a Macro 00:05:00 Apply Conditional Formatting 00:15:00 Activity-Apply Conditional Formatting 00:05:00 Add Data Validation Criteria 00:15:00 Activity-Add Data Validation Criteriaty 00:05:00 Trace Cells 00:15:00 Activity-Trace Cells 00:05:00 Troubleshoot Invalid Data and Formula Errors 00:15:00 Activity-Troubleshoot Invalid Data and Formula Errors 00:05:00 Watch and Evaluate Formulas 00:15:00 Activity-Watch and Evaluate Formulas 00:05:00 Create a Data List Outline 00:15:00 Activity-Create a Data List Outline 00:05:00 Create Sparklines 00:15:00 Activity_Create Sparklines 00:05:00 Create Scenarios 00:15:00 Activity-Create Scenarios 00:05:00 Perform a What-If Analysis 00:15:00 Activity-Perform a What-If Analysis 00:05:00 Perform a Statistical Analysis with the Analysis ToolPak 00:15:00 Activity-Perform a Statistical Analysis with the Analysis ToolPak 00:05:00 Create Interactive Data with Power View 00:15:00 Activity-Create Interactive Data with Power View 00:05:00 Consolidate Data 00:15:00 Activity-Consolidate Data 00:05:00 Link Cells in Different Workbooks 00:15:00 Activity-Link Cells in Different Workbooks 00:05:00 Merge Workbooks 00:15:00 Activity-Merge Workbooks 00:05:00 Export Excel Data 00:15:00 Activity-Export Excel Data 00:05:00 Import a Delimited Text File 00:14:00 Activity- Import a Delimited Text File 00:05:00 Activity-Integrate Excel Data with the Web 00:05:00 Activity-Integrate Excel Data with the Web 00:05:00 Create a Web Query 00:15:00 Activity-Create a Web Query 00:05:00 Import and Export XML Data 00:15:00 Activity-Import and Export XML Data 00:05:00 Activities and Exercise Files - Microsoft Excel 2016 Advanced 00:00:00 Module : 4 Create a Macro Using the Macro Recorder 01:00:00 Edit a Macro 01:00:00 Debug a Macro 00:30:00 Customize the Quick Access Toolbar and Hotkeys 00:30:00 Set Macro Security 01:00:00 Insert Text 00:30:00 Format Text 00:30:00 Sort Data 00:30:00 Duplicate Data 01:00:00 Generate a Report 01:00:00 Determine the Dialog Box Type 00:15:00 Capture User Input 01:00:00 Insert, Copy, and Delete Worksheets 00:30:00 Rename Worksheets 00:30:00 Modify the Order of Worksheets 00:15:00 Print Worksheets 00:30:00 Create User-Defined Functions 00:30:00 Automate SUM Functions 00:30:00 Activities and Exercise Files - Microsoft Excel 2016 and VBA 00:00:00 Module : 5 Enable and Navigate 00:30:00 Import Data from Various Data Sources 01:00:00 Refresh Data from a Data Source 00:30:00 Create Linked Tables 00:30:00 Organize and Format Tables 00:30:00 Create Calculated Columns 00:30:00 Sort and Filter PowerPivot Data 00:30:00 Create and Manage Table Relationships 01:00:00 Create PivotTables 01:00:00 Create PivotCharts 00:30:00 Create Power Views 01:00:00 Filter Data Using Slicers 00:30:00 Present PivotTable Data Visually 01:00:00 Manipulate PowerPivot Data Using DAX Functions 01:00:00 Extract Data from Tables Using Functions 00:30:00 Save Reports in Different File Formats 01:00:00 Work with Time Dependent Data 00:30:00 Protect Reports 00:30:00 Activities and Exercise Files - Microsoft Excel 2016 PowerPivot 00:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Level 3 Diploma in Microsoft Excel 2016 00:30:00 Final Exam Final Exam- Level 3 Diploma in Microsoft Excel 2016 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
This course explains how huge chunks of data can be analyzed and visualized using the power of the data analyst toolbox. You will learn Python programming, advanced pivot tables' concepts, the magic of Power BI, perform analysis with Alteryx, master Qlik Sense, R Programming using R and R Studio, and create stunning visualizations in Tableau Desktop.
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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