Azure AI Foundry Overview

A review of the pro-code Azure AI tooling in Azure AI Foundry.

🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there!
🤔 Due to the channel growth and number of people wanting help I no longer can answer or even read questions and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc.

▬▬▬▬▬▬ 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
► 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
📅 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

#microsoft #azure #cloud #johnsavillstechnicaltraining #onboardtoazure