This is a supplement to my AI-900 Study Cram. In this video I explore the Generative AI concepts and services.
Useful associated videos:
๐ฝ๏ธ AI-900 Study Cram – https://youtu.be/E9aarWMLJw0
๐ฝ๏ธ What is ChatGPT – https://youtu.be/_B3-OtAHzIU
๐ฝ๏ธ RAG, embedding and more – https://youtu.be/orLGv2LgWDE
๐ Looking for content on a particular topic? Search the channel. If I have something it will be there!
โฌโฌโฌโฌโฌโฌ C H A P T E R S โฐ โฌโฌโฌโฌโฌโฌ
00:00 – Introduction
00:23 – AI vs Generative AI
05:16 – Training an LLM
09:06 – Capabilities of Generative AI
10:29 – Transformer model
13:16 – Parts of a transformer AI
19:00 – Positional encoding
20:06 – Attention
26:41 – Summary of the model
27:38 – OpenAI and GPT
32:20 – Microsoft Copilots
35:06 – Prompt engineering
37:04 – Copilot grounding
39:56 – Copilot demo
42:23 – Azure OpenAI services
45:02 – Azure OpenAI pricing
45:44 – Azure OpenAI Studio
48:41 – Adding data and Azure AI Search
52:25 – Responsible Generative AI
56:30 – Summary and close
โฌโฌโฌโฌโฌโฌ K E Y L I N K S ๐ โฌโฌโฌโฌโฌโฌ
โบ Whiteboard:
๐ https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/AI-900GenerativeAI.png
โบ Azure OpenAI Pricing:
๐ https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/
โบ OpenAI models:
๐ https://platform.openai.com/docs/models
โฌโฌโฌโฌโฌโฌ Want to learn more? ๐ โฌโฌโฌโฌโฌโฌ
๐ Recommended Learning Path for Azure
๐ https://learn.onboardtoazure.com
๐ฅ Certification Content Repository
๐ https://github.com/johnthebrit/CertificationMaterials
๐
Weekly Azure Update
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๐ Certification Cram Videos
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๐ง Mentoring Content
๐ https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ
โ Questions? Maybe I answered it in my FAQ
๐ https://savilltech.com/faq
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