GenAI Essentials – Full Course for Beginners

Video Description

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 ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ 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