Shoaib
Shoaib I’m curious about how things work — and how data can improve the way we solve problems and make decisions. Everything I share is part of that exploration, created not just to inform, but to inspire smarter ways of thinking, building, and solving.

What is Azure AI Foundry?

What is Azure AI Foundry?

Understanding Azure AI Foundry in detail.

I saw this video on Azure AI Foundry on YouTube by John Savill (need to check the spelling)

That’s really great explanation about Azure AI Foundry’s key capabilities.

This is what I understand about it:

Azure AI Foundry is a unified platform for Data Scientists and AI Engineers to build and deploy AI applications. It is the latest cutting-edge AI tech from Azure.

Inside Azure AI Foundry

  • We have hubs which are basically a way to organize our resources like compute, AI services, endpoints. This is like a master repository for a specific department for example HR, Sales, etc.
  • Inside each hub, we have projects. We can have multiple projects in a single hub. These are like grouping of resources. Each project can have resources allocated to it and this project can be used by a particular team for collaboration and creating the AI solution.
  • We have model catalog where we can find many generative AI models along with Azure AI traditional models.
  • In this model catalog, we can compare multiple models based on many parameters like cost, accuracy, coherence, groundedness etc.
  • We also have playground to test our deployed model.
  • Fine-tuning option to fine tune a particular model.