GenAI Essentials – Full Course for Beginners

Curriculum for the course GenAI Essentials – Full Course for Beginners

Learn the essentials of working with AI in the cloud from @ExamProChannel. This comprehensive course covers the complete generative AI development lifecycle - from fundamental concepts through practical implementation, including prompt engineering, development tools, deployment, optimization, and advanced topics like RAGs and AI agents. More course info: https://www.exampro.co/exp-genai-001 ⭐️ Contents ⭐️ 00:00:00 Introduction 00:54:16 AI and ML Fundamentals 03:02:21 Gen AI Primer 03:32:55 Data and ML 03:47:56 LLM Basics 04:12:22 AI Powered Assistants 04:24:42 Env Setup 06:12:17 Prompt Engineering 07:00:25 WorkBenches and Playgrounds 07:44:09 Model as a Service 08:36:26 LLM DevTools and Workflow 11:52:07 AI Code Assistants 14:04:37 App Prototyping 17:21:06 Containers 18:12:43 Serving 18:19:51 AI Delivery Platform 19:40:45 GenAI Hardware 19:50:21 Framework 19:51:49 LLM Customization 19:52:35 SFT 19:56:25 Size Optimization 20:26:04 RAGS 22:21:19 Agents 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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