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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: https://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]
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