A review of the pro-code Azure AI tooling in Azure AI Foundry.
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▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬
00:00 - Introduction
00:39 - Copilots
01:05 - Capital C Copilots
03:02 - Little c copilots
04:25 - Copilot Studio
09:39 - How to pick
10:43 - Azure AI Foundry core capabilities
13:20 - Types of model
15:24 - Trends in AI
18:10 - Traditional AI services and generative
22:39 - Portal and SDK
23:39 - Model collection
29:19 - Model lack of memory
30:25 - Where the model is running
32:06 - Benchmarks
37:57 - GitHub Marketplace
43:46 - Deployment options
44:13 - Serverless endpoint
48:16 - Managed compute
49:40 - Interacting with generative AI
52:51 - Retirements
54:58 - Evaluations
57:25 - Tracing
58:33 - Fine tuning
1:03:23 - Distillation
1:05:25 - Inferencing API
1:08:06 - Safety
1:14:35 - Agents
1:17:59 - Orchestrators
1:20:23 - Azure AI Search
1:21:35 - Hubs and projects
1:24:22 - Integration
1:26:47 - Close
▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬
► Video whiteboard:
🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/AzureAIFoundry.png
► Microsoft Docs:
🔗 https://azure.microsoft.com/products/ai-foundry/
► Foundry portal:
🔗 https://ai.azure.com
► GitHub Marketplace Rate Limits:
🔗 https://docs.github.com/en/github-models/prototyping-with-ai-models#rate-limits
► Data Storage:
🔗 https://techcommunity.microsoft.com/blog/azure-ai-services-blog/data-storage-in-azure-openai-service/4382502
► Retirements:
🔗 https://learn.microsoft.com/en-us/azure/ai-studio/concepts/model-lifecycle-retirement
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/model-retirements
▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬
📖 Recommended Learning Path for Azure
🔗 https://learn.onboardtoazure.com
🥇 Certification Content Repository
🔗 https://github.com/johnthebrit/CertificationMaterials
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💻 PowerShell Master Class
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🎓 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
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