Full Series | Generative AI for Beginners

Learn the fundamentals of building Generative AI applications with our 18-lesson comprehensive course by Microsoft Cloud Advocates.
Generative AI for Beginners GitHub repo here: aka.ms/genai-beginners
Chapters:
00:00:00 - Introduction to Generative AI and LLMs [Pt 1]
00:10:36 - Exploring and comparing different LLMs [Pt 2]
00:31:34 - Using Generative AI Responsibly [Pt 3]
00:40:54 - Understanding Prompt Engineering Fundamentals [Pt 4]
01:04:08 - Creating Advanced Prompts [Pt 5]
01:21:06 - Building Text Generation Applications [Pt 6]
01:36:37 - Building Chat Applications [Pt 7]
01:50:10 - Building Search Apps Vector Databases [Pt 8]
02:08:08 - Building Image Generation Applications [Pt 9]
02:30:32 - Building Low Code AI Applications [Pt 10]
02:46:55 - Integrating External Applications with Function Calling [Pt 11]
02:56:06 - Designing UX for AI Applications [Pt 12]
03:08:38 - Securing Your Generative AI Applications [Pt 13]
03:16:49 - The Generative AI Application Lifecycle [Pt 14]
03:29:12 - Retrieval Augmented Generation (RAG) and Vector Databases [Pt 15]
03:40:03: - Open Source Models and Hugging Face [Pt 16]
03:51:32 - AI Agents [Pt 17]
03:59:26 - Fine-Tuning LLMs [Pt 18]

[@jeetmajumdar7588]

Chapters:
00:00:00 - Introduction to Generative AI and LLMs [Pt 1]
00:10:36 - Exploring and comparing different LLMs [Pt 2]
00:31:34 - Using Generative AI Responsibly [Pt 3]
00:40:54 - Understanding Prompt Engineering Fundamentals [Pt 4]
01:04:08 - Creating Advanced Prompts [Pt 5]
01:21:06 - Building Text Generation Applications [Pt 6]
01:36:37 - Building Chat Applications [Pt 7]
01:50:10 - Building Search Apps Vector Databases [Pt 8]
02:08:08 - Building Image Generation Applications [Pt 9]
02:30:32 - Building Low Code AI Applications [Pt 10]
02:46:55 - Integrating External Applications with Function Calling [Pt 11]
02:56:06 - Designing UX for AI Applications [Pt 12]
03:08:38 - Securing Your Generative AI Applications [Pt 13]
03:16:49 - The Generative AI Application Lifecycle [Pt 14]
03:29:12 - Retrieval Augmented Generation (RAG) and Vector Databases [Pt 15]
03:40:03 - Open Source Models and Hugging Face [Pt 16]
03:51:32 - AI Agents [Pt 17]
03:59:26 - Fine-Tuning LLMs [Pt 18]

[@pascalburume111]

Thank you for this session ❤

[@drew5834]

Thanks UA-cam algorithm, how did you know I was thinking about learning this.

[@DanielBellon108]

Can't you get the AI to fix the sound quality on your videos MICROSOFT?

[@DanielBellon108]

The sound quality is not good for this video it difficult for 4 and 20 minutes with bad sound quality 😢

[@tinnavatthiptong8048]

"I would like you to translate this into Thai."