GenAI Essentials – Full Course for Beginners

By freeCodeCamp.org
Published: Jan 08, 2025

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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:
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???? Ulises Moralez
???? Goddard Tan
???? David MG
???? Matthew Springman
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???? Oscar R.
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???? Nattira Maneerat
???? Justin Hual

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