22121 Courses

Art Therapy: Diploma in Art Therapy Do you want to enhance mental and emotional well-being by combining psychotherapy with visual arts? Our course on art therapy offers a thorough introduction to the ideas and methods of art therapy. Our art therapy course examines how artistic expression may facilitate emotional expression, the resolution of internal conflicts, and the development of self-awareness. In our art therapy course, students learn the use of art as a diagnostic tool, the therapeutic interaction, and a variety of art forms. Moreover, this art therapy course addresses art therapy's theoretical underpinnings, real-world applications, and ethical issues. So, join our art therapy course to learn through practical exercises, case studies, and discussions! Learning outcome of Art Therapy: Diploma in Art Therapy Course With our art therapy course, you will learn: The overview of art therapy, its techniques, and art therapy's psychological approaches. Also, our art therapy explains cultural and ethical aspects. You will learn how to provide art therapy for different individuals in various settings. Art therapy's creative methods and digital art therapy are parts of this art therapy course. Moreover, art therapy on the autism spectrum and developmental disabilities are also included in our art therapy training. Special Offers of this Art Therapy: Diploma in Art Therapy Course This Art Therapy: Diploma in Art Therapy Course includes a FREE PDF Certificate. Lifetime access to this Art Therapy: Diploma in Art Therapy Course Instant access to this Art Therapy: Diploma in Art Therapy Course Get FREE Tutor Support to this Art Therapy: Diploma in Art Therapy Course Art Therapy: Diploma in Art Therapy Unlock the healing power of creativity with our Art Therapy: Art Therapy course, designed to enhance mental and emotional well-being through the fusion of psychotherapy and visual arts. This Art Therapy: Art Therapy course offers a comprehensive introduction to key concepts and techniques, guiding you in using artistic expression to facilitate emotional release, resolve internal conflicts, and develop self-awareness. You’ll explore the use of art as a diagnostic tool, the therapeutic interaction, and various art forms in our Art Therapy: Art Therapy course. Additionally, this Art Therapy: Art Therapy course delves into theoretical foundations, real-world applications, and ethical considerations, equipping you with essential skills for impactful practice. Who is this course for? Art Therapy: Diploma in Art Therapy Anyone can take our Art Therapy: Diploma in Art Therapy course. Requirements Art Therapy: Diploma in Art Therapy To enrol in this Art Therapy: Diploma in Art Therapy Course, students must fulfil the following requirements. To join in our Art Therapy: Diploma in Art Therapy Course, you must have a strong command of the English language. To successfully complete our Art Therapy: Diploma in Art Therapy Course, you must be vivacious and self driven. To complete our Art Therapy: Diploma in Art Therapy Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Art Therapy: Diploma in Art Therapy Course. Career path Art Therapy: Diploma in Art Therapy If you have experience with Art Therapy: Diploma in Art Therapy training, your resume will be more valuable, and you will be considered for more opportunities.

Safeguarding Prevent: Safeguarding Prevent Are you willing to be involved in a job related to health and social care? If so, then our Level 2 Certificate in Understanding Safeguarding and Prevent course will help you to understand safeguarding and prevention duty. This Level 2 Certificate in Understanding Safeguarding and Prevent course teaches how to incorporate these principles into their daily work practices. Moreover, the Level 2 Certificate in Understanding Safeguarding and Prevent course describes all the responsibilities and procedures involved and how to raise concerns effectively. Also, you will learn about online safety through the Level 2 Certificate in Understanding Safeguarding and Prevent course. Enrol in our Level 2 Certificate in Understanding Safeguarding and Prevent course to enhance your knowledge on Safeguarding and Prevention. Learning Outcomes Of Level 2 Certificate in Understanding Safeguarding and Prevent After completing this Level 2 Certificate in Understanding Safeguarding and Prevent course, the learner will be able to: Understand the prevention duty through the Level 2 Certificate in Understanding Safeguarding and Prevent course. This Level 2 Certificate in Understanding Safeguarding and Prevent course describes safeguarding. You will also learn about online safety with the help of the Level 2 Certificate in Understanding Safeguarding and Prevent course. Special Offers of this Safeguarding Prevent: Safeguarding Prevent Course This Safeguarding Prevent: Safeguarding Prevent Course includes a FREE PDF Certificate Lifetime access to this Safeguarding Prevent: Safeguarding Prevent Course Instant access to this Safeguarding Prevent: Safeguarding Prevent Course Get FREE Tutor Support to this Safeguarding Prevent: Safeguarding Prevent Course Safeguarding Prevent: Safeguarding Prevent The Safeguarding Prevent: Safeguarding Prevent course is designed to equip you with essential skills for incorporating safeguarding principles into your daily work practices. Throughout the Safeguarding Prevent: Safeguarding Prevent course, you will gain a clear understanding of the responsibilities and procedures involved in safeguarding, ensuring you can raise concerns effectively. Additionally, this Safeguarding Prevent: Safeguarding Prevent training covers online safety, empowering you to protect individuals from digital risks. By enrolling in this Safeguarding Prevent: Safeguarding Prevent course, you’ll be fully prepared to implement these vital safeguarding practices and promote safety in any professional environment. Who is this course for? Safeguarding Prevent: Safeguarding Prevent This Level 2 Certificate in Understanding Safeguarding and Prevent course is suitable for anyone who is willing to know about safeguarding and the Prevent duty, responsibilities and procedures. Requirements Safeguarding Prevent: Safeguarding Prevent To enrol in this Safeguarding Prevent: Safeguarding Prevent Course, students must fulfil the following requirements. To join in our Safeguarding Prevent: Safeguarding Prevent Course, you must have a strong command of the English language. To successfully complete our Safeguarding Prevent: Safeguarding Prevent Course, you must be vivacious and self driven. To complete our Safeguarding Prevent: Safeguarding Prevent Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Safeguarding Prevent: Safeguarding Prevent Course. Career path Safeguarding Prevent: Safeguarding Prevent After completing this Level 2 Certificate in Understanding Safeguarding and Prevent course, candidates may pursue a career as a local government administrative assistant, higher education lecturer or social worker.

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | MCQ Based Exam & Tutor Support | Interactive Video Training  Flowers are a symbol of love and affection that can give you an instant mood boost. People all over the world exchange or give flowers as gifts, use them for decorative purposes and celebrate occasions. This Floristry and Flower Arrangement is a comprehensive, instructor-guided course, designed to provide a detailed understanding of the nature of the related sector and your key roles within it. You may find that working as a florist is a great option and a very lucrative business. This Floristry and Flower Arrangement Training course starts off with an introductory section on floristry.  You will learn to think differently with each flower you utilize through the creative process. This course is appropriate for seasoned florists as well as those new to the floral field because it will show you how to use fundamental floral abilities in the most beautiful contemporary style. What Will You Learn? How to use floral tools and supplies Recognize different flowers and plants and how to take care of them How to make floral arrangements such as bouquets, corsage, fruit baskets and basket gardens Different elements of floral design Starting your own floral business What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Who Should Take This Course? This course will expand your competence and boost your CV with vital abilities and an endorsed lesson attesting to your understanding, whether you're an existing practitioner or an aspiring expert. Career Path Training offered by the Floristry and Flower Arrangement Training could potentially benefit a range of roles, but would particularly enhance careers in: Florist Floral Designer Plant Engineer Event Planners Floral Technologist Floral Grower Course Design The course 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 Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the Floristry and Flower Arrangement Training, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Retake fee If you do not pass the exam first time, you can purchase the Retake Exam for £1.99 and try again. Course Content Introduction to the Course Introduction to Floristry Services Provided by Florists Flowers and Plants Flower Care and Treatment Choosing Popular Flowers and Fillers Elements and Principles of Design How to Make Floral Arrangements Making Bouquet, Corsage, Fruit Basket & Basket Garden Wedding Floristry Making Funeral Flower Arrangements Beautiful Floral Designs Getting a Job in the Floristry Industry Starting Your Own Floristry Business Conclusion to the Course

Branding Your Business Course Overview This comprehensive course on "Branding Your Business" delves into the essential components of creating a strong brand identity and effectively communicating it to your target audience. Throughout the course, learners will explore the importance of understanding customer perception, defining a brand’s core values, and developing a unique voice in a competitive market. By covering topics such as logo design, competition analysis, and media strategies, this course equips individuals with the knowledge needed to shape their brand's presence and make a lasting impression. Learners will leave with a clear understanding of how to differentiate their business and position themselves for success in the market. Course Description "Branding Your Business" offers an in-depth exploration of the strategies and techniques required to develop a compelling brand identity. The course covers critical areas such as audience analysis, logo development, and building recognition both internally and externally. Learners will be introduced to the nuances of branding, including how competition impacts brand positioning, the role of media, and how to create a competitive edge. The modules also touch on practical aspects of crafting an identity that resonates with the target market and utilises different channels to maximise brand awareness. By the end of the course, participants will have the ability to design a cohesive branding strategy that aligns with their business objectives and resonates with their audience. Branding Your Business Curriculum Module 01: Introduction to Branding Module 02: Let’s Talk About the Basics Module 03: Knowing the Audience Well Will Work for You in the Long Run Module 04: Logos: Yes/No, Why/Why Not Module 05: Building Outward Recognition Comes from Within Your Company Module 06: What Does the Competition Have to Do with Branding? Module 07: Now We Can Start Working on Building Your Brand Module 08: Branding Your Identity Module 09: Media: Friend or Foe Module 10: Creating a Competitive Edge Module 11: Conclusion Drawn (See full curriculum) Who is this course for? Individuals seeking to enhance their business branding knowledge. Professionals aiming to improve brand visibility and marketing strategies. Beginners with an interest in business development and marketing. Entrepreneurs looking to establish a distinct brand identity for their business. Career Path Brand Manager Marketing Specialist Business Consultant Digital Marketing Strategist Entrepreneur/Startup Owner

Introduction to Coding With HTML, CSS, & Javascript Course Overview "Introduction to Coding With HTML, CSS, & JavaScript" is a comprehensive course designed to equip learners with the foundational knowledge of web development. The course covers the essential programming languages – HTML, CSS, and JavaScript – focusing on creating interactive and responsive websites. Learners will gain proficiency in designing websites from scratch, using HTML for structure, CSS for styling, and JavaScript for adding dynamic features. By the end of the course, learners will have a well-rounded understanding of how to create websites that are functional, visually appealing, and user-friendly, preparing them for real-world web development tasks. Course Description This course takes learners through a structured journey in web development, starting with the basics and gradually advancing to more complex topics. The modules cover HTML from beginner to expert levels, CSS fundamentals to advanced styling techniques, and an in-depth exploration of JavaScript. The course includes practical projects that reinforce key concepts, such as building a website using HTML and CSS and incorporating JavaScript to enhance interactivity. Learners will also explore essential programming topics like functions, conditional statements, data visualisation, and client-side validation. By completing this course, learners will develop a solid foundation in web development, enabling them to create fully functional websites. Introduction to Coding With HTML, CSS, & Javascript Curriculum Module 01: Getting Started Module 02: Setting up Development Environment Module 03: HTML Fundamentals Module 04: HTML Intermediate Module 05: HTML Advanced Module 06: HTML Expert Module 07: HTML Website Project Module 08: CSS Fundamentals Module 09: CSS Intermediate Module 10: CSS Advanced Module 11: CSS Expert Module 12: CSS Website Project Module 13: JavaScript Getting Started Module 14: JavaScript Fundamentals Module 15: Strings Module 16: Operators Module 17: Conditional Statements Module 18: Control Flow Statements Module 19: Functions Module 20: Data Visualisation (Google Charts) Module 21: Error Handling Module 22: Client-side Validations Module 23: Publish Your Website for Live (See full curriculum) Who is this course for? Individuals seeking to build a career in web development. Professionals aiming to expand their technical skills in web programming. Beginners with an interest in learning web development. Anyone looking to design and develop their own websites. Career Path Front-end Developer Web Developer UI/UX Designer Web Development Specialist Digital Marketing Specialist Freelance Web Developer Web Designer

ChatGPT Masterclass: A Complete ChatGPT Zero to Hero! Course Overview The ChatGPT Masterclass: A Complete ChatGPT Zero to Hero! course is designed to guide learners from basic understanding to advanced proficiency in using ChatGPT. This course covers a wide range of topics, from the fundamentals of ChatGPT to its integration for business scaling and its applications in specific industries like Excel professionals and students. By the end of the course, learners will have a comprehensive understanding of ChatGPT’s capabilities, how to leverage its potential for various tasks, and how to improve productivity and creativity using this powerful tool. Whether you are looking to enhance your business, excel in academic pursuits, or integrate AI into your work, this course provides the knowledge and skills necessary to succeed. Course Description This course offers an in-depth exploration of ChatGPT, covering its fundamental features and uses across different sectors. Learners will be introduced to ChatGPT’s functionalities, followed by more specialised modules, including its applications for developers, students, and professionals working with Excel. Participants will gain valuable insights into how ChatGPT can be used to automate tasks, enhance business operations, and create innovative content. They will also explore the integration of Dall-E 2 for generating graphic art and the best tools and extensions to improve ChatGPT's functionality. The course is structured to ensure learners gain a clear understanding of how to effectively use ChatGPT for various personal and professional goals. ChatGPT Masterclass: A Complete ChatGPT Zero to Hero! Curriculum Module 01: Getting Started Module 02: ChatGPT – Basic Module 03: ChatGPT for Developers Module 04: Build, and Scale your Business Using ChatGPT Module 05: ChatGPT for Students Module 06: The Power of ChatGPT Module 07: ChatGPT for Excel professionals Module 08: Generate Incredible Graphic Art with Dall-E 2 Module 09: The Best Tools and Extensions using ChatGPT (See full curriculum) Who is this course for? Individuals seeking to improve productivity through AI. Professionals aiming to leverage ChatGPT for business growth. Beginners with an interest in learning AI technologies. Developers looking to integrate ChatGPT into applications. Students seeking to optimise learning and research tasks. Career Path AI Integration Specialist Business Automation Expert Developer specialising in AI tools Digital Content Creator Data Analyst using AI tools Academic Support Professional Graphic Designer using AI for art generation

Overview Knowledge of how to prepare and submit VAT Return can help you to stand out from the crowd of job seekers. Moreover, if you are running a business or thinking of running a business, the vat training course will help you to understand the issues relating to vat more clearly and help process VAT Return more accurately and efficiently. Our VAT Training courses are eligible CPD Training for accountants and attending this course can give you a more detailed understanding of how to do a VAT return correctly. What is VAT Return? Almost every business has to submit a VAT Return. VAT Return contains Output VAT and Input VAT information to be submitted to Taxman (HMRC). Through the VAT return, HMRC knows exactly how much the business owes to HMRC. Moreover, HMRC can pay back any VAT amount overpaid which only can be determined through an accurate VAT return. How to do VAT Return Firstly, businesses need to register with HMRC before they can process a VAT Return. Businesses must fulfil the criteria to become VAT registered and to get a VAT Registration no. Once the business is registered they can then regularly submit the VAT return using specified VAT forms. There are many VAT Schemes available in general. There are some specialised VAT schemes available only for specific industries. Understanding VAT Principles Analysis of different VAT Scheme Preparing VAT in Spreadsheet Reconciliation of VAT Completing a VAT return Import and Export VAT analysis Calculating VAT for a business with mixed zero-rated and standard-rated sales, using Spreadsheet Introduction of TOMS (Tour Operator Margin Scheme) Submission Steps of VAT Return to HMRC Introduction to Making Tax Digital(VAT) scheme

VAT Accounting, Preparation and Submission Training Course Overview: Knowledge of how to prepare and submit VAT Return can help you to stand out from the crowd of job seekers. Moreover, if you are running a business or thinking of running a business, the vat training course will help you to understand the issues relating to vat more clearly and help process VAT Return more accurately and efficiently. Our VAT Training courses are eligible CPD Training for accountants and attending this course can give you a more detailed understanding of how to do a VAT return correctly. What is VAT Return? Almost every business has to submit a VAT Return. VAT Return contains Output VAT and Input VAT information to be submitted to Taxman (HMRC). Through the VAT return, HMRC knows exactly how much the business owes to HMRC. Moreover, HMRC can pay back any VAT amount overpaid which only can be determined through an accurate VAT return. How to do VAT Return Firstly, businesses need to register with HMRC before they can process a VAT Return. Businesses must fulfil the criteria to become VAT registered and to get a VAT Registration no. Once the business is registered they can then regularly submit the VAT return using specified VAT forms. There are many VAT Schemes available in general. There are some specialised VAT schemes available only for specific industries. Certificate of Attendance Understanding VAT Principles Analysis of different VAT Scheme Preparing VAT in Spreadsheet Reconciliation of VAT Completing a VAT return Import and Export VAT analysis Calculating VAT for a business with mixed zero-rated and standard-rated sales, using Spreadsheet Introduction of TOMS (Tour Operator Margin Scheme) Submission Steps of VAT Return to HMRC Introduction to Making Tax Digital(VAT) scheme

Duration 3 Days 18 CPD hours This course is intended for Application Consultants and Team Leads Overview Be able to make all the basic customizing settings for maintenance processing In this course, students will be able to make all the basic customizing settings for maintenance processing. Notification Defining Notification Types Assigning Parameters to a Notification Type Planning Setting Up Order Types Assigning Maintenance Requirements to Orders Accessing a Spare-Parts Catalog Attaching Documents to Orders Attaching Visual Work Instructions to Orders Performing Inspection Rounds Using Work Centers in Plant Maintenance Controlling Maintenance Orders Ensuring Worker Safety Scheduling Checking Material Availability Scheduling Maintenance Orders Printing Notifications and Shop Papers Completion Performing Completion Confirmation Tracking Work Times and Activities Using Digital Signatures for Order Operations Sharing Information with Shift Notes and Shift Reports Settling Maintenance Orders Settling Refurbishment Orders Accessing Historical Maintenance Orders Additional course details: Nexus Humans PLM315 SAP Maintenance Processing - Operational Functions training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the PLM315 SAP Maintenance Processing - Operational Functions course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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