5219 Model courses

Course overview Take a practical approach to enhance your Excel modelling skills with the Advanced Excel Models using Formulas, VBA & Power Query course. In this course, you will learn how to build robust Excel models using Formulas, VBA and Power Query. This Advanced Excel Models using Formulas, VBA & Power Query course offers a wide range of training modules to enhance your abilities to create better models. You will discover the advanced Excel formulas to prepare reports, forecast and perform mathematical calculations. We will introduce you to the three excel models and show the functions used to prepare these pro models. In addition, you will learn the Excel formulas for prepaid expenses and explore the steps to create dynamic dashboards based on Power Query and Pivot Table without any formula. Learning outcomes Familiarize yourself with the advanced Excel formulas Be able to manage prepaid expenses Deepen your understanding of the prepaid expense models Learn about the pro Excel models and formulas Strengthen your knowledge of Power Query and PowerPivot Learn how to create Power query and pivot table based dashboard without any formula Who Is This Course For? This Advanced Excel Models using Formulas, VBA & Power Query course is recommended to anyone interested in learning how to prepare robust Excel models using advanced formulas, Power Query and VBA. In addition, the skills gained from this training will provide excellent opportunities for career advancement. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognized accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The Advanced Excel Models using Formulas, VBA & Power Query Course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Data Analyst System Support and Reporting Analyst Introduction Course Outline and Introduction 00:04:00 Minimum Requirements for the Course 00:01:00 Prepayments Introduction 00:01:00 Prepaid Expenses Models: Resources Download Month End Date Prepaid Expenses Amortization Calculation 00:00:00 Exact Prepaid Expenses Payment Date Calculation 00:00:00 Accounting for Prepaid Expenses Prepaid Expenses Accounting Definition: Prepayments 00:03:00 Prepaid Expense Example: How Accounting works for Prepayments 00:03:00 Advantages and Disadvantages of Prepaid Expenses 00:03:00 Excel Formulas Detailed: Introduction to three Excel Models Introduction to PRO Excel Models and Formulas 00:06:00 Date Function 00:05:00 EOMONTH Function 00:04:00 DATEVALUE function 00:03:00 IF Function 00:08:00 IFS Function (Office 365 Only) 00:07:00 VLOOKUP Function 00:07:00 MATCH Function 00:05:00 INDIRECT Function 00:02:00 NAMED Ranges: Name Manager 00:03:00 Advanced Version of VLOOKUP Function 00:07:00 Formula Based Prepaid Expenses Model Introduction to Model and Control Panel Tab (Important Sheet Tab) 00:08:00 Formula Based Prepaid Expenses Model - Deep Dive (Part 1) 00:05:00 Formula Based Prepaid Expenses Model - Deep Dive (Part 2) 00:06:00 Formula Based Prepaid Expenses Model - Deep Dive (Part 3) 00:06:00 IFS Function - Month End date Prepayment calculation 00:04:00 Prepaid Expenses - Closing Balance Summary Tab (Formula Based Summary) 00:09:00 Protecting Formulas Cells and Fields in the Model 00:04:00 Calculate Prepaid Expenses Amortisation from Exact Start Date Exact Date Prepaid Amortisation calculation Intro 00:03:00 Formulas update and Model Changes for Exact Prepaid Exps Calculation 00:03:00 Formulas Update for Exact Date Prepaid Exps Amortisation (Part 1) 00:04:00 Formulas Update for Exact Date Prepaid Exps Amortisation (Part 2) 00:03:00 Formulas Update for Exact Date Prepaid Exps Amortisation (Part 3) 00:02:00 Formulas Update for Exact Date Prepaid Exps Amortisation (Part 4) 00:07:00 IFS Function - Exact Date Prepayments Amortisation 00:04:00 Data Validation Controls (Enhancing Data Input Controls with Protection) 00:10:00 Bonus: Prepayment Model with Opening Balance Calculation (Part 1) 00:08:00 Bonus: Prepayment Model with Opening Balance Calculation (Part 2) 00:09:00 Additional Material: Resources 00:00:00 Prepaid Expenses Summary with Power Query and Pivot Table Power Query and Pivot Table Prepayment Summary Table Intro 00:06:00 What is Power Query and Some Awesome Resources for Power Query learning 00:07:00 Power Query and Pivot Table Summary - Deep Dive (Part 1) 00:05:00 Power Query and Pivot Table Summary - Deep Dive (Part 2) 00:04:00 Power Query and Pivot Table Summary - Deep Dive (Part 3) 00:05:00 Power Query and Pivot Table Summary - Deep Dive (Part 4) 00:09:00 Using Array Formulas to Add Formula Protection 00:04:00 Bonus: Allocate Prepaid Expenditure Cost Centre Wise - 1 00:02:00 Bonus: Allocate Prepaid Expenditure Cost Centre Wise - 2 00:08:00 Bonus: Prepayment Model with Opening Balance Calculation (PQ and PT Version) 00:13:00 Advanced VBA Prepaid Expenses Amortisation Model Changing Macros Security in Excel 00:05:00 Complete Walkthrough - Advanced VBA Prepaid Expenses Amortisation Model 00:06:00 Bonus : New Version - Excel VBA Model for Prepayment Expenditure 00:08:00 BONUS: Dynamic Dashboard for Divisional Profit and Loss statements: Easy Way Dynamic Dashboard Overview 00:07:00 Importing Profit and Loss Statements Source Files and creating YTD P&L Sheets 00:08:00 Creating Dynamic Data Validation 00:02:00 Creating Named Ranges for Dynamic Table Arrays 00:03:00 Dynamic Date Column Headings for each Divisional PL Table 00:02:00 Dynamic Month and YTD Dashboard tables headings (PRO TIP) 00:03:00 Dynamic VLOOKUP Formula - Preparing First section of the Dashboard 00:04:00 Creating Rolling Dashboard with Dynamic VLOOKUP Function 00:08:00 IMPORTANT : Error Checking for your reports/Dashboard (PRO TIP) 00:03:00 Data Prep for Visualization: AREA Charts (Awesome trick using #NA Function) 00:05:00 Visualization: AREA Charts for Month - Revenue, Gross Profit and Net Profit 00:05:00 Visualization DONUT Charts Revenue, Gross Profit and Net Profit (Part 1) 00:03:00 Visualization DONUT Charts Revenue, Gross Profit and Net Profit (Part 2) 00:06:00 Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic Introduction - Formula-less Dashboard - Fully Dynamic and easily refreshed 00:05:00 Understanding the data files before building dashboard 00:02:00 Consolidating Reports with Power Query (Get & Transform) , How to install PQ 00:08:00 Dynamic File Path Trick in Power Query with Parameters (Amazing trick) 00:06:00 Conditional Cumulative totals with SUMIFS Function 00:04:00 Bonus: Conditional Cumulative totals with Power Query Custom Formula (M Code) 00:06:00 Dashboard Creation - Pivot Table showing Month and YTD KPIs division wise 00:06:00 Dashboard Creation Donuts Charts linked with Pivot Table (Replicate Charts fast) 00:08:00 Dashboard Creation - Line Charts 00:08:00 Update Dashboard with Additional Divisional Data with Few Click (Magical) 00:03:00 Thankyou Thank you 00:02:00 Ultimate Prepaid Expenditure Model (Super Bonus) 00:02:00 Resources Resources - Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Local authorities are being encouraged to seek the views of young people in relation to the services they receive. Schools and the whole range of support services (e.g. behaviour support, youth offending teams, social services, CAMHS etc.) are being expected to routinely ask young people for their views. This goes beyond involving young people in plans that concern them e.g care plans, individual education plans, pastoral support plans etc. Online Course now available via Teachable Platform – Ask the Children Learn at your own pace… lots of text and video support Course Category Peer Support Description Local authorities are being encouraged to seek the views of young people in relation to the services they receive. Schools and the whole range of support services (e.g. behaviour support, youth offending teams, social services, CAMHS etc.) are being expected to routinely ask young people for their views. This goes beyond involving young people in plans that concern them e.g care plans, individual education plans, pastoral support plans etc. This training will focus on how young people can be effectively engaged in giving their views and will present a model for use in evaluating services to young people based on the concept of resilience. This model enables young people to be clear about what has helped and hindered them in being able to overcome difficulties. It also provides a framework for evaluating the extent to which services are reducing risk and increasing protective factors to enable young people to develop the resilience. Testimonials ‘Yet again inspiring and opening more doors than I can go through’? ‘This opened a lot of avenues for thought and reflection. It will help me to help colleagues to see where they can improve practice to create a more inclusive environment within the whole school.’ ‘Some great ideas and restored my self belief! Fantastic’ Learning Objectives Strategies for engaging young people Knowledge and Understanding of resilience In relation to system and environmental factors Strategies for reducing risk and increasing protective factors In relation to Individual young people and services Evaluation framework for services to young people Who Is It For ? Youth offending teams Social services CAMHS Primary and secondary teachers Heads and Deputies SENCOs Learning Support and Guidance staff Advanced Skills Teachers Parents Local Authority Support Services Community Development workers Early Years and School based Practitioners Social work staff Health Services Course Content The course answers the questions : How can we truly involve pupils? Practically how do we go about listening to pupils views? What if we do not like what they tell us? How can we involve our most disaffected young people? Key themes Tools for engaging young people and gaining their views The concept of resilience System and environmental risk and protective factors that impact on young people’s resilience Reducing risk and Increasing protective factors Resilience planning for Individuals and services Evaluating services to young people If you liked this course you may well like: CIRCLES OF FRIENDS

Suitable for: Complete beginners TIME: 10am - 4pm Models: Minimum of 3 live models What covered: Introduction to spray tanning Health & safety & hygiene Skin analysis Spray tan What is DHA Skin types Contraindications Pre/post treatment advice Equipment and products Consultation How to spray tan The application Trouble shooting Extra's: Follow up call to find out how your getting on and any questions you may have Small classes (4 maximum) Basic business start up support Social media tips Ongoing support

Total H.248 training course description A course focusing purely on the H.248 protocol. Anyone working through the ITU standards documents can testify to the need of a training course to explain how H.248 really works. This course already assumes knowledge of other VoIP protocols and starts by positioning H.248 in relation to the other protocols. The course then looks at H.248 architectures and concepts before analysing H.248 messages and call flows. What will you learn Describe what H.248 is Recognise where H.248 fits in relation to other VoIP protocols. Explain how H.248 works. Analyse H.248 packets Total H.248 training course details Who will benefit: Technical staff working with H.248 Prerequisites: Voice Over IP. Duration 2 days Total H.248 training course contents What is H.248? Review of VoIP protocols: RTP, RTCP, SIP, SDP, H.323. The PSTN and SS7. Where H.248 fits into the picture. H.248 history. MGCP. The IETF. Megaco. ITU standards. H.248v1, v2, v3. H.248 architectures Media Gateways, Media Gateway Controllers, Gateway Control functions, Signalling Gateways. Reference architectures: IMS/TISPAN: IBCF, IWF, I-BGF, SPDF. MSF: S-SBG-NC, D-SBG-NC. GSMA: IPX Proxy. Softswitches. H.248 concepts The connection model, terminations, streams, contexts. Termination properties: descriptors, context properties. Events, signals, packages. H.248 messages Protocol stack, UDP, TCP. Message structure. Transactions, actions, commands. Requests, replies, acknowledgements. Sample message flows. Binary encoding, ASN syntax, Text encoding. H.248 commands Termination manipulation: Add, Subtract, Move, Modify. Event reporting: Notify. Management: AuditCapability, AuditValue, ServiceChange. H.248 Descriptors What are descriptors? Relationship with messages and commands. Basic descriptors, Descriptors composed of other descriptors. The 19 descriptors. Defaults. H.248 Transactions Groups of commands, transaction Ids, relationship with actions and commands. Requests and replies. H.248 wrap up What is a package? Basic packages. H.248 security. H.248 - SIP interoperation. H.248 interoperation with other protocols.

🚀 Unlock Your Business Potential with Strategic Sales Mastery: Elevate Your Business Growth - Workshop! 🚀   Are you ready to revolutionize your approach to sales and catapult your business to new heights? Introducing the ultimate game-changer: the Strategic Sales Mastery online workshop!   🌐 Why Strategic Sales Mastery? In today's competitive business landscape, mastering the art of sales is non-negotiable. The Strategic Sales Mastery workshop is meticulously designed to equip you with the knowledge, skills, and strategies needed to not just survive but thrive in the dynamic world of sales.   📈 What You'll Gain:   ✨ Proven Strategies: Learn battle-tested sales strategies that have propelled businesses to unprecedented growth.   ✨ Masterful Techniques: Acquire powerful techniques to establish rapport, overcome objections, and close deals with finesse.   ✨ Adaptability: Gain insights on adapting your sales approach to different industries, markets, and customer profiles.   ✨ Effective Communication: Hone your communication skills to connect with clients on a deeper level and foster long-lasting relationships.   ✨ Tech Integration: Discover cutting-edge technologies and tools to streamline your sales process and stay ahead of the curve.   🔥 Features of the Workshop:   🎓 Comprehensive Curriculum: Our expertly crafted curriculum covers everything from foundational sales principles to advanced negotiation tactics.   🎓 Interactive Learning: Engage in real-world simulations, case studies, and interactive exercises to reinforce your learning.   🎓 Live Q&A Sessions: Get your burning questions answered by industry experts during live Q&A sessions.   🎓 Lifetime Access: Enjoy lifetime access to workshop materials, updates, and a dedicated community for ongoing support and networking.   💡 Who Should Attend: Entrepreneurs and Business Owners Sales Professionals and Executives Marketing and Business Development Teams Anyone eager to take their sales skills to the next level!   🌟 Invest in Your Success: Your business deserves the best, and the Strategic Sales Mastery workshop is your key to unlocking unprecedented success. Don't miss this opportunity to elevate your sales game and propel your business toward unlimited growth!   🚨 Limited Seats Available! Secure Your Spot Now!     Course Curriculum Part 01- Introduction Importance of a Selling Strategies 00:00 Part 01- Selling Strategies Explained Direct and Indirect Models 00:00 Selling Models of Well Known Companies 00:00 Why Selling Strategy Matters 00:00 Choosing Your Sales Model 00:00 Do a Feasibility Check 00:00 What Investors care about 00:00 Keys to Success 00:00 Additional Selling Strategies 00:00 Part 02- Determine Your Selling Model(s) Determine Your Selling Model - Overview 00:00 Selling Model #1 - Online 00:00 Selling Model #2 - Retail 00:00 Selling Model #3 - InsideOutside Sales 00:00 Selling Model #4 - Distributors 00:00 Selling Model #5 - Resellers 00:00 Selling Model #6 - Partners or System Integrator 00:00 Selling Model #7 - Independent Rep Manufacturer Rep 00:00 Selling Model #8 - OEM White Label 00:00 Part 03- The Selling Strategy Framework Creating a Selling Strategy Framework 00:00 Step 1 - Determine Your Selling Model 00:00 Step 2 - Analyzing Your Competition 00:00 Step 3 - Examine the Costs 00:00 Step 4 - Internal Consistency 00:00 Step 5 - Creating Your Selling Strategy 00:00 Part 03- Workshop Workshop - Create Your Selling Strategy 00:00

Take your beauty therapy skills to the next level with our Comprehensive Aesthetic Specialist Training Package. This all-inclusive package combines six of our most sought-after VTCT Level 4 courses, providing you with the knowledge and practical experience to offer a wide range of advanced aesthetic treatments. Our package includes the following courses: Level 4 Award in Skin Needling: Learn the art of skin rejuvenation with this microneedling course, which is ever growing in the industry. Level 4 Award in Dermaplaning: Learn the art of dermaplaning, a popular exfoliating treatment that removes dead skin cells and peach fuzz, leaving the skin smooth and radiant. Level 4 Award in High-Intensity Focused Ultrasound (HIFU): Gain the skills to offer HIFU treatments, a non-invasive procedure that tightens and lifts the skin, reducing the appearance of wrinkles and improving skin elasticity. Level 4 Certificate in Radio Frequency: Master the principles and practice of radio frequency therapy, a treatment that stimulates collagen production to reduce the appearance of fine lines and loose skin. Level 4 Chemical Skin Peels: Learn to perform skin peeling treatments, which can improve the appearance of the skin by reducing the visibility of scars, wrinkles, and hyperpigmentation. Level 4 in Ultrasound: Add ultrasound therapy to your repertoire, a treatment that can promote cellular renewal and repair, tone muscles, increase blood circulation, and improve skin care product penetration. Laser Hair Removal: Become a fully qualified laser aesthetic technician, capable of providing high-quality, safe, and effective laser hair removal treatments. Benefits of the Package: This comprehensive package is designed to equip you with a broad range of skills, making you a versatile and highly sought-after professional in the aesthetics industry. By completing these courses, you will not only expand your treatment offerings but also enhance your career prospects, whether you're looking to work in a salon, spa, or start your own business. What's Included: Each course in this package includes the VTCT Level 4 Qualification, all certificate and examination fees, refreshments, a complimentary treatment for your model, a professional treatment kit, membership discounts, and access to online community support groups. Flexible Payment Options: We understand that investing in your future is a big decision. That's why we offer flexible payment options, allowing you to spread your training costs over 3, 6, 9, or 12 months interest-free. Secure your place in our Comprehensive Aesthetic Specialist Training Package today with a minimal deposit. Join Us: Embark on a transformative journey with the Cosmetic College. Enhance your skills, boost your career, and become a highly qualified aesthetic specialist. Contact us today to learn more about our Comprehensive Aesthetic Specialist Training Package.

Duration 1 Days 6 CPD hours This course is intended for The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions. Note Generative AI is a fast-evolving field of artificial intelligence, and the Azure OpenAI service is subject to frequent changes. The course materials are maintained to reflect the latest version of the service at the time of writing. Azure OpenAI Service provides access to OpenAI's powerful large language models such as GPT; the model behind the popular ChatGPT service. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. In this course, you'll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications. Prerequisites Familiarity with Azure and the Azure portal. Experience programming with C# or Python. 1 - Get started with Azure OpenAI Service Access Azure OpenAI Service Use Azure OpenAI Studio Explore types of generative AI models Deploy generative AI models Use prompts to get completions from models Test models in Azure OpenAI Studio's playgrounds 2 - Build natural language solutions with Azure OpenAI Service Integrate Azure OpenAI into your app Use Azure OpenAI REST API Use Azure OpenAI SDK 3 - Apply prompt engineering with Azure OpenAI Service Understand prompt engineering Write more effective prompts Provide context to improve accuracy 4 - Generate code with Azure OpenAI Service Construct code from natural language Complete code and assist the development process Fix bugs and improve your code 5 - Generate images with Azure OpenAI Service What is DALL-E? Explore DALL-E in Azure OpenAI Studio Use the Azure OpenAI REST API to consume DALL-E models 6 - Use your own data with Azure OpenAI Service Understand how to use your own data Add your own data source Chat with your model using your own data Additional course details: Nexus Humans AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service 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 AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service 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.

This AWS SageMaker Canvas course will help you become a machine learning expert and will enhance your skills by offering you comprehensive knowledge and the required hands-on experience on this newly launched cloud-based ML tool, by solving real-time industry-based projects, without needing any complex coding expertise.

The power of collecting views and calling for inclusive action from young people

The course 'Deep Learning & Neural Networks Python - Keras' provides a comprehensive introduction to deep learning using the Keras library in Python. It covers topics ranging from basic neural networks to more advanced concepts, such as convolutional neural networks, image augmentation, and performance improvement techniques for various datasets. Learning Outcomes: Understand the fundamental concepts of deep learning and how it differs from traditional machine learning. Gain proficiency in using Keras, a powerful deep learning library, for building and training neural network models. Develop practical skills in creating and optimizing neural network models for different datasets, including image recognition tasks and regression problems. Why buy this Deep Learning & Neural Networks Python - Keras? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Deep Learning & Neural Networks Python - Keras there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Deep Learning & Neural Networks Python - Keras course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Deep Learning & Neural Networks Python - Keras does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Deep Learning & Neural Networks Python - Keras was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Deep Learning & Neural Networks Python - Keras is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00