Summary

Keywords

azure azure cloud microsoft azure microsoft cloud artificial intelligence AI LLM generative AI RAG semantic search embeddings

Full Transcript

This is a supplement to my AI-900 Study Cram. In this video I explore the Generative AI concepts and services. Useful associated videos: 📽️ AI-900 Study Cram - https://youtu.be/E9aarWMLJw0 📽️ What is ChatGPT - https://youtu.be/_B3-OtAHzIU 📽️ RAG, embedding and more - https://youtu.be/orLGv2LgWDE 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 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 ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Whiteboard: 🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/AI-900GenerativeAI.png ► Azure OpenAI Pricing: 🔗 https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/ ► OpenAI models: 🔗 https://platform.openai.com/docs/models ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/CertificationMaterials 📅 Weekly Azure Update 🔗 https://youtube.com/playlist?list=PLlVtbbG169nEv7jSfOVmQGRp9wAoAM0Ks ☁ Azure Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGccbp8VSpAozu3w9xSQJoY ⚙ DevOps Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFr8RzQ4GIxUEznpNR53ERq 💻 PowerShell Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8 🎓 Certification Cram Videos 🔗 https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA 🧠 Mentoring Content 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ ❔ Questions? Maybe I answered it in my FAQ 🔗 https://savilltech.com/faq 👕 Cure Childhood Cancer Charity T-Shirt Channel Store 🔗 https://johns-t-shirts-store.creator-spring.com/ 👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature. SUBSCRIBE ✅ https://www.youtube.com/channel/UCpIn7ox7j7bH_OFj7tYouOQ?sub_confirmation=1 #AI #microsoft #azure #johnsavillstechnicaltraining