Overview This comprehensive course on Workshop Technology: Machine Shop Theory will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Workshop Technology: Machine Shop Theory comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Workshop Technology: Machine Shop Theory. It is available to all students, of all academic backgrounds. Requirements Our Workshop Technology: Machine Shop Theory is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 41 lectures • 02:20:00 total length •Scope of the Course: 00:10:00 •Metal Cutting Processes: 00:02:00 •Cutting Tools: 00:03:00 •Nomenclature of Single Point Cutting Tool: 00:04:00 •Tool Signature: 00:02:00 •Mechanics of Metal Cutting: 00:04:00 •Types of Chips: 00:03:00 •Coolant or Cutting Fluids: 00:03:00 •Types of Lathe Machine: 00:09:00 •Construction of A Lathe: 00:09:00 •Accessories and Attachments: 00:07:00 •Specification of Lathe: 00:02:00 •Lathe Operations: 00:02:00 •Taper and Taper Turning: 00:04:00 •Thread Cutting: 00:03:00 •Cutting Speed and Feed: 00:02:00 •Construction of A Drilling Machine: 00:04:00 •Types of Drilling Machine: 00:09:00 •Types of Drills: 00:03:00 •Twist Drill Geometry: 00:04:00 •Drilling Operations: 00:05:00 •Size of Drilling Machine: 00:01:00 •Cutting Speed and Feed: 00:02:00 •Working Principle: 00:03:00 •Types of Shaper: 00:01:00 •Parts of Shaper: 00:05:00 •Shaper Mechanism: 00:04:00 •Shaper Operations: 00:01:00 •Types of Planer: 00:01:00 •Working Principle: 00:02:00 •Difference Between Shaper and Planer: 00:02:00 •Principle Parts of Slotter: 00:03:00 •Slotter Operations: 00:02:00 •Working Principle: 00:02:00 •Milling Methods: 00:03:00 •Types of Milling Cutters: 00:01:00 •Types of Milling Machines: 00:07:00 •Size of Milling Machine: 00:01:00 •Indexing and Dividing Head: 00:02:00 •Milling Operations: 00:03:00 •Assignment - Workshop Technology: Machine Shop Theory: 00:00:00
Overview This comprehensive course on Building Your Own Computer will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Building Your Own Computer comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Building Your Own Computer. It is available to all students, of all academic backgrounds. Requirements Our Building Your Own Computer is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 9 lectures • 03:06:00 total length •Module 01: Introduction to Computer & Building PC: 00:17:00 •Module 02: Overview of Hardware and Parts: 00:27:00 •Module 03: Building the Computer: 00:25:00 •Module 04: Input and Output Devices: 00:22:00 •Module 05: Software Installation: 00:35:00 •Module 06: Computer Networking: 00:21:00 •Module 07: Building a Gaming PC: 00:19:00 •Module 08: Maintenance of Computers: 00:20:00 •Assignment - Building Your Own Computer: 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:â 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 Course Content Copywriting:Copywriting Skills Module 01: An Overview of Copywriting 00:06:00 Module 02: Fundamentals of Copywriting 00:16:00 Module 03: Important Copywriting Skills 00:21:00 Module 04: How to add Eye-Catching Headlines 00:12:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.
Time Management and Productivity: Virtual In-House Training Effective time management reduces stress and helps you better adhere to commitments. This course is designed to help you identify personal and organizational priorities and gain better control of where you focus your attention. You will explore the importance of planning and organizing, and you will practice sorting through and setting priorities. You will also learn how to set better time boundaries and manage the demands of others. Working with a time management framework, you will use a set of practical techniques to organize and manage your work to better deliver on your commitments. Techniques for overcoming procrastination will be addressed, as well as strategies for dealing with information overload. What you Will Learn Plan and prioritize each day's activities in a more efficient, productive manner Establish strategies to execute priorities and overcome procrastination Understand how to make trade-offs when faced with fire drills How to set and communicate boundary conditions Getting Started Introductions Course orientation Participants' expectations Foundation Concepts Exercise: A day in your life Resources to implement change Mind-set Tool-set Skill-set What is your time really worth? The dynamics of procrastination The myth of multi-tasking Brain Rules - how to optimize your efficiency Organization and Prioritization Time management best practices Goal setting Exercise: Identifying your priorities The importance of organization Time management framework Prioritizing time Time Management Techniques Tips for managing time Nine ways to overcome procrastination The STING technique Managing your time o Handling unplanned urgencies o Dealing with information overload Delegation and managing others' time Creating your personal action plan Summary Course summary and next steps Applying what you have learned
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Additional courses on English Grammar and Math Tricks offer unique strategies to further enhance your proficiency and confidence in these core areas. Additionally, we are offering 2 more courses related to Functional Skills absolutely FREE. Courses Included In this Functional Skills Package Are: Course 01: Functional Skills English Level 2 Course 02: Functional Skills Maths Level 2 Course 03: Functional Skills IT Level 2 Course 04: Functional Skills Fitness Level 2 Course 05: English Spelling, Punctuation, and Grammar Training Course 06: Math Tricks & Tips- Best Techniques to Speed up Your Math Learning Outcomes of the Functional Skills Bundle: Develop strong written and verbal communication skills in English. Demonstrate proficiency in asking and answering questions. Improve spelling accuracy and employ correct spelling strategies. Acquire essential mathematical skills. Apply mathematical rules and formulas to solve real-life problems. Demonstrate proficiency in using computer hardware and software. Understand and mitigate IT security threats while troubleshooting computer issues. Why Choose Us? Opportunity to get a Free CPD Accredited / QLS Endorsed Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Curriculum Breakdown Course 01: Functional Skills English Level 2 Module 01: Introduction to the Course Module 02: Basics of Grammar Module 03: The Basics of Sentence Module 04: Structure of Sentence Module 05: Questions Module 06: Punctuation and Capitalisation Module 07: Spelling Module 08: Common Mistakes and Ways to Improve Course 02: Functional Skills Maths Level 2 Module 01: Numbers and Negative Numbers Module 02: Multiple Factors Module 03: Fractions and Power Module 04: Percentages Module 05: Expressions Module 06: Decimals Module 07: Ratio and Proportion Module 08: Exponents and Radicals Module 09: Graphs Module 10: The Profit and Loss Module 11: Perimeter and Area Module 12: Averages Module 13: Probability Course 03: Functional Skills IT Level 2 Section 01: How People Use Computers Section 02: System Hardware Section 03: Device Ports And Peripherals Section 04: Data Storage And Sharing Section 05: Understanding Operating Systems Section 06: Setting Up And Configuring A PC Section 07: Setting Up And Configuring A Mobile Device Section 08: Managing Files Section 09: Using And Managing Application Software Section 10: Configuring Network And Internet Connectivity Section 11: IT Security Threat Mitigation Section 12: Computer Maintenance And Management Section 13: IT Troubleshooting Section 14: Understanding Databases Section 15: Developing And Implementing Software Course 04: Functional Skills Fitness Level 2 Module 01: Introduction To Functional Fitness Training Module 02: What Is Functional Fitness Module 03: Benefits Of Functional Fitness Module 04: Functional Fitness & Other Exercises Module 05: Common Mistakes With Functional Fitness Module 06: Functional Fitness & Power Module 07: Functional Fitness & Strength Module 08: Functional Fitness & Range Of Motion Module 09: Functional Fitness & Balance & Endurance Assessment Process After completing this online course, you will be given immediate access to a specially designed MCQ test. The results will be analysed, and the score will be shown for your review. The passing score for each test will be set at 60%. After passing the Functional Skills exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 360 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in this field Professionals seeking to enhance their skills Anyone who is passionate about this topic Our Course is Knowledge-based not a regulated course. To get Qualified, you may choose the following options: IGCSE Maths A-Level Maths Functional Skills Qualification in Maths at Level 2 Functional Skills Qualification in Mathematics at Level 2 - GCSE Equivalent for Maths A-level Mathematics Functional Skills Qualification in Mathematics at Entry 1 Functional Skills Qualification in Mathematics at Level 1 Functional Skills Qualification in English at Entry 1 Functional Skills Qualification in English at Entry 2 Functional Skills Qualification in English at Level 1 Functional Skills Qualification in ICT at Level 2 Functional Skills Qualification in Information & Communication Technology (ICT) at Level 1 Requirements You will not need any prior background or expertise to enrol in this Bundle. Career path Enrolling on our Bundle can lead you to the following career path: Teacher Teacher Assistant Private Tutor Customer Service Fire service Police Certificates CPDQS Accredited Certificate Digital certificate - £12.99 Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. Certificate in Functional Skills English at QLS Level 2 Hard copy certificate - £79 Show off Your New Skills with a Certification of Completion After successfully completing the Certificate in Functional Skills English at QLS Level 2course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 79 GBP inside the UK 89 GBP (including postal fees) for international delivery CPDQS Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)
Our Aim Is Your Satisfaction! Offer Ends Soon; Hurry Up!! In winter, you plot and plan. In spring, you move! If you are looking to embark on a long-standing, sought-after career, take the first step to a successful walk of life with this highly regarded Functional Skills course. Are you looking to improve your current abilities or make a career move? Our unique Functional Skills course might help you get there! Expand your expertise with high-quality training - study the Functional Skills and get an expertly designed, great-value training experience. The Functional Skills course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Functional Skills course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. This Functional Skills training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! What you'll learn in this course Learn about integers, Integers and ordering of integers, Addition and Subtractions of Integers Gain Complete knowledge about factors and multiples, Relations between LCM and HCF Acquire a basic grasp of Fractions, Convert mixed to improper and improper to mixed fractions. Learn Simplification Rule- BODMAS Decimal numbers about fractions, Addition and subtraction of Decimal Representation of Rational Numbers on Number line Rounding to the whole number, Rounding to the required number of decimals Estimation and Scientific Notation or Standard form Percentage, Ratio, Proportion, Unitary Method and its Application Profit, Loss, discount and Tax Why People Love this course From Academy for Health & Fitness: Opportunity to earn a certificate accredited by CPDQS Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Start your learning journey straight away with this Functional Skills Maths course and take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Functional Skills course: Module 1: Numbers and Negative Numbers Module 2: Multiples Factors Module 3: Fractions and Power Module 4: Percentages Module 5: Expressions Module 6: Decimals Module 7: Ratio and Proportion Module 8: Exponents and Radicals Module 9: Graphs Module 10: The Profit and Loss Module 11: Perimeter and Area Module 12: Averages Module 13: Probability Assessment Process Your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the Functional Skills course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this Functional Skills course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path Enrolling on our Functional Skills Maths programme can lead you to the following career path: Teacher Teacher Assistant Private Tutor Customer Service HR Manager Accountant Finance Manager And many more. Certificates Certificate of completion Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.
Writing Clear Business Communication (Virtual) Effective writing seldom, if ever, 'magically materializes' on the spot. In reality, it is most often the product of planning, writing, and rewriting. This is why writing is called a process; it must go through a series of steps before it is clear and complete. This program is about learning about the writing process and covers the full spectrum of documents used when corresponding in the workplace. The ability to write effectively comes naturally to some people, but for the vast majority, it is a task often approached with a mixture of trepidation and dread. However, the ability to communicate in the written word, for whatever purpose, is an important part of our working and personal lives and can have a direct impact on our ability to persuade, gain commitment or agreement and enhance understanding. Good writing sounds like talking on paper, which is why this program is focused on getting the message across and achieving the desired results using the 'keep it simple and direct' approach. What You Will Learn You'll learn how to: Plan and prioritize each day's activities in a more efficient, productive manner Establish strategies to execute priorities and overcome procrastination Understand how to make trade-offs when faced with fire drills How to set and communicate boundary conditions Getting Started Introductions Course orientation Participants' expectations Foundation Concepts Exercise: A day in your life Resources to implement change o Mind-set o Tool-set o Skill-set What is your time really worth? The dynamics of procrastination The myth of multi-tasking Brain Rules - how to optimize your efficiency Organization and Prioritization Time management best practices Goal setting Exercise: Identifying your priorities The importance of organization Time management framework Prioritizing time Time Management Techniques Tips for managing time Nine ways to overcome procrastination The STING technique Managing your time o Handling unplanned urgencies o Dealing with information overload Delegation and managing others' time Creating your personal action plan
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
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