Complete AI Course - Master Prompting, Evals, RAG and Fine-Tuning in 46 Minutes
Peter Yang via YouTube
AI Engineer - Learn how to integrate AI into software applications
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Overview
Syllabus
00:00 The 2 types of AI optimizations every PM needs to know
02:52 4 tips to craft compelling AI prompts
07:14 4 types of AI evaluations to consider
12:06 The scoring trick for advanced AI evaluations
21:50 Retrieval augmented generation explained
27:29 Is fine-tuning basically lobotomizing your AI model?
30:31 Now I finally understand vector databases
41:40 Why Meta thinks open source will win
44:04 Adam's best advice after leading 100s of AI integrations
Taught by
Peter Yang