riversongs Posted April 25 Report Share Posted April 25 Free Download Ai Ecosystem For The Absolute Beginners - Hands-OnPublished 4/2024MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHzLanguage: English | Size: 1.25 GB | Duration: 4h 24mLearn AI Ecosystem (AI, ML, DL, GenAI) with lectures, quizzes, various hands-on demos and exercisesWhat you'll learnIntroduction to AI Ecosystem - AI, ML, DL, GenAI, Prompt EngineeringAI Lifecycle and Business benefitsAI hands-on using Amazon Rekognition ServiceUnderstanding ML and Learning typesML hands-on with Amazon Forecast ServiceDeep Learning and Neural Networks FundamentalsDL hands-on with Amazon Comprehend ServiceDeep dive into Generative AI, its algorithms and future prospectsGenAI hands-on using Amazon Bedrock ServicePrompt Engineering and best practicesChatGPT hands-onResponsible AICapstone project using AWS BedrockRequirementsBasic Unix/Linux KnowledgeAWS Free Tier AccountGood to have Python Basic Knowledge (Not Mandatory)No prior experience is requiredDescriptionWhat's Covered in this Course?The "AI Ecosystem for Absolute Beginners" course is designed to accommodate learners of all levels, from beginners to experienced professionals looking to explore the world of Artificial Intelligence. Acting as a foundational pillar, this course facilitates your journey into the AI ecosystem. Starting with the basics of AI, the course guides you through the lifecycle of AI applications and essential concepts. It also covers the basics of Machine Learning, Deep Learning, and Generative AI, supported by practical hands-on demos using AWS services such as Rekognition, Forecast, Comprehend, and Bedrock. Additionally, it also explores prompt engineering, featuring a comprehensive hands-on demonstration with ChatGPT, concluding with a capstone project focused on Generative AI.Whether you're new to AI or aiming to deepen your understanding, this course is tailored to meet your needs.What is Artificial Intelligence (AI)?Artificial Intelligence (AI) is a revolutionary technology that enables machines to mimic human-like behavior. In today's world, AI powers virtual assistants, autonomous vehicles, and personalised recommendations, transforming industries from healthcare to finance. By analysing large datasets and identifying patterns, AI algorithms continuously improve their performance, driving innovation and reshaping the way we work and live.Course Structure:LecturesDemosQuizzesAssignmentsCourse Contents:Introduction to AI EcosystemGetting Started with Artificial Intelligence (AI)AI Evolution, Business Benefits, Real World Use CasesAmazon Rekognition Service with Hands-on Demo for Label Detection, Facial Analysis and Capstone ProjectUnderstanding Machine Learning (ML) and Real World Use CasesData Preprocessing Techniques, Model Evaluation and ValidationAmazon Forecast Service with Hands-on Demo for Time Series ForecastingGetting Started with Deep Learning (DL) and Artificial Neural Networks (ANN)Amazon Comprehend Service with Hands-on Demo for Sentiment AnalysisGetting started with GenAICore GenAI Algorithms and WorkflowGenAI Application Fields, Future Trends and ToolSetAmazon Bedrock Service with Hands-on Demo for Text Generation, Image Generation and Chatbot)Understanding Prompt EngineeringPrompt Engineering using ChatGPTPotential Risks of AIAI Ethical ConsiderationsBest Practices of AIEnd to End Capstone Project for AI EcosystemAll sections in this course are demonstrated Live, to guide and direct to create your own local environment, perform all exercises and learn by doing!!!OverviewSection 1: IntroductionLecture 1 Course IntroductionLecture 2 Course Handbook - AI Ecosystem for the Absolute BeginnersLecture 3 GitHub Repository LinkSection 2: Getting started with Artificial Intelligence (AI)Lecture 4 Introduction to AI, AI Evolution and Business BenefitsLecture 5 AI EcosystemLecture 6 Real World Use Cases of AILecture 7 Lifecycle of AILecture 8 AWS Cloud Basics for beginners (OPTIONAL)Lecture 9 Introduction to various AWS AI ServicesLecture 10 Getting Started with Amazon Rekognition and Various Use CasesLecture 11 Demo - Amazon Rekognition (Label Detection,Facial Analysis and Capstone Project)Section 3: Understanding Machine Learning (ML)Lecture 12 Understanding ML and Learning typesLecture 13 Data Preprocessing Techniques, Model Evaluation and ValidationLecture 14 Real World Use Cases of MLLecture 15 Getting Started with Amazon Forecast and Various Use CasesLecture 16 Demo - Amazon Forecast for Time Series ForecastingSection 4: Deep Learning (DL) and Artificial Neural Network (ANN) FundamentalsLecture 17 Getting Started with Deep Learning (DL) and Artificial Neural Networks (ANN)Lecture 18 Real world Use Cases of DLLecture 19 Understanding Amazon Comprehend Service and Various Use CasesLecture 20 Demo - Amazon Comprehend for Sentiment AnalysisSection 5: Understanding Generative AI (GenAI)Lecture 21 Understanding GenAI and Its AdvantagesLecture 22 Core GenAI Algorithms, Models and WorkflowLecture 23 Applications Fields and Future TrendsLecture 24 GenAI ToolsetLecture 25 Understanding Amazon Bedrock Service, Workflow and Use CasesLecture 26 Demo - Amazon Bedrock (Text Generation, Chatbot, Image Generation)Section 6: Getting Started with Prompt EngineeringLecture 27 Understanding Prompt EngineeringLecture 28 Demo - Prompt Engineering using ChatGPTSection 7: Responsible AILecture 29 Risks, Ethical Considerations and AI Best PracticesAI & ML Engineers,Data Scientists/Data Engineers,Anyone who wants to get started with AI Ecosystem (AI, ML, DL and Generative AI) Journey,Business Professionals and Leaders, Entrepreneurs, CXOs, Business Managers,Aspiring AI/Generative AI EnthusiastsHomepagehttps://www.udemy.com/course/ai-ecosystem-for-the-absolute-beginners-hands-on/Download ( Rapidgator )https://rg.to/file/b680e3fa82ba5947dbe61b9b96b42c7b/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part1.rar.htmlhttps://rg.to/file/6a8b25246bf827540594bf26917d0103/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part2.rar.htmlUploadgighttps://uploadgig.com/file/download/E5c98c1bA02029da/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part1.rarhttps://uploadgig.com/file/download/cE02f4482D88137f/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part2.rarFikperhttps://fikper.com/wSXLNrCBJh/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part1.rar.htmlhttps://fikper.com/nrI35I8zRw/poszs.Ai.Ecosystem.For.The.Absolute.Beginners..HandsOn.part2.rar.htmlNo Password - Links are Interchangeable Link to comment Share on other sites More sharing options...
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