GenAI Essentials Full Course

Desiree Lovell

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 ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that’s reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ 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

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https://jupyter.org/try

https://jupyter.org/try-jupyter/lab

https://colab.research.google.com/#scrollTo=xc6K9PFxO81m

https://notebooklm.google.com/notebook/

https://huggingface.co/models

https://huggingface.co/docs/transformers/en/index

https://console.cloud.google.com/vertex-ai/studio

https://azure.microsoft.com/en-us