260325 - Day 1 - Introduction to AI, ML, and DL

260325 - Day 1 - Introduction to AI, ML, and DL

2:37:44

Meeting Summary, Recaps & Action Items: CLICK HERE

PPT of the Session: CLICK HERE

Action Items for you Quiz 👍

Quiz:Click Here

Notes:

Course Introduction and Instructor Background ( 00:00 - 02:24)

Artificial Intelligence Fundamentals ( 02:24 - 04:18)

Machine Learning Core Concepts ( 08:16 - 12:10)

Deep Learning and Neural Networks ( 14:02 - 15:55)

Foundation Models and Modern AI Systems ( 17:43 - 19:40)

**Popular AI Tools and Platforms ( 21:34 - 52:27) **

Generative AI Deep Dive ( 32:18 - 45:15)

Machine Learning Pipeline ( 55:22 - 01:04:38)

Large Language Models (LLMs) ( 01:10:54 - 01:22:24)

LLM Limitations and Challenges ( 01:34:42 - 01:41:36)

Foundation Models Advanced Concepts ( 02:04:02 - 02:06:20)

Prompt Engineering Fundamentals ( 02:12:07 - 02:24:11)

Retrieval Augmented Generation (RAG) ( 02:27:11 - 02:36:46)

Technical Components Explained ( 02:35:01 - 02:37:44)

Also, please don't forget to update your progress diary on Skool:

https://k21academy.com/progressdiary

Please go through the labs and let us know if you face any issues while performing them. You can post any questions regarding labs in the thread below the labs