Generative AI for Beginners by Microsoft Cloud Advocates

• 21 Lessons
• 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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