260427- Day 1- Intro to AI, ML, Gen AI, Agentic AI

260427- Day 1- Intro to AI, ML, Gen AI, Agentic AI

2:40:48

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Notes:

Introduction to AI, ML, and Deep Learning ( 19:51 - 32:35)

Foundation Models and Generative AI ( 32:36 - 40:52)

Popular Tools and Platforms ( 40:54 - 47:32)

Real-World Applications ( 47:34 - 01:01:11)

Machine Learning Pipeline ( 01:01:11 - 01:16:45)

Large Language Models (LLMs) ( 01:16:46 - 01:28:59)

Break and Foundation Models Deep Dive ( 01:35:52 - 01:54:52)

Prompt Engineering ( 01:57:43 - 02:03:52)

RAG (Retrieval Augmented Generation) ( 02:03:52 - 02:16:25)

Vector Databases and Technical Concepts ( 02:16:25 - 02:30:37)

Advanced Parameters and Controls ( 02:30:37 - 02:48:09)

Market Adoption Discussion ( 02:56:21 - 03:00:35)

Course Structure and Next Steps ( 02:48:10 - 03:00:35)