Azure Ai Foundry

Innovation With Generative AI On Cloud

What you'll learn

Azure AI Foundry platform

Deploying Models in Azure AI Foundry

Safety and Security in AI

Responsible AI

Generative AI

Microsoft AI

Azure AI Studio

Requirements

Basic Understanding of AI

Access to MS Azure portal

Description

Unlock the potential of Azure AI Foundry with this comprehensive tutorial designed for learners eager to understand generative AI and its applications within Microsoft's cutting-edge AI platform. This course lays the foundation for generative AI, providing a structured walkthrough of the Azure AI Foundry user interface, various AI models, and the OpenAI service, along with an exploration of multiple playgrounds for OpenAI models.Learners will gain insights into responsible AI principles, ensuring ethical and well-governed AI usage in practical scenarios. Through interactive lessons and demonstrations, this course equips students with a strong understanding of Microsoft Azure’s AI ecosystem, making it easier to navigate and deploy AI solutions effectively.After completing this course, the students will learn the foundations of the AI platform on Azure which used to be Azure AI Studio. It was further enhanced and rebranded as "Azure AI Foundry".Whether you're an AI enthusiast or a professional looking to expand your expertise, this tutorial will provide a structured approach to grasping the capabilities of Azure AI Foundry.Disclaimer:This course is for educational purposes only. Any practical implementation of AI models and services should be conducted with due diligence and in compliance with ethical and regulatory guidelines. This tutorial does not serve as a real-time implementation guide.

Overview

Section 1: Introduction

Lecture 1 Introduction to Generative AI

Lecture 2 Generative AI Ecosystem

Lecture 3 What to Expect from the Tutorial

Lecture 4 Trivia Time - Identify The Personalities

Section 2: Azure AI Foundry - Let's Set the Foundation

Lecture 5 What is Azure AI Foundry?

Lecture 6 Azure AI Foundry Components and Features

Lecture 7 Navigating the User Interface of Azure AI Foundry

Lecture 8 Cost Considerations in Azure AI Foundry

Section 3: AI Models in Azure AI Foundry

Lecture 9 AI Models in Azure AI Foundry

Lecture 10 AI Model Walkthrough in Azure AI Foundry

Lecture 11 Model Benchmarking

Lecture 12 Innovation With AI Models in Healthcare and Life Science

Section 4: Playground in Azure AI Foundry

Lecture 13 Playground Introduction

Lecture 14 Playground Navigation

Lecture 15 Action on Playground - Images Dall-E Model

Section 5: Responsible AI in Azure AI Foundry

Lecture 16 Introduction to Responsible AI

Lecture 17 Safety Framework in AI Foundry

Lecture 18 Implementing Safety and Secure features in Azure AI Foundry

Section 6: Deploy, Asses and Monitor an AI Model in Azure AI Foundry

Lecture 19 Hub, Project and Management Center

Lecture 20 Creating a Project

Lecture 21 Foundry Tools for Building AI Solutions

Lecture 22 Deploy and Test an AI Model in AI Foundry

Lecture 23 Safety and Security in Azure AI Foundry

Lecture 24 Management Center in Azure AI Foundry

Section 7: Conclusion

Lecture 25 Thank You and Time for Feedback

Lecture 26 The Way Forward : Learn, Research and Innovate

AI Enthusiasts,Business Professionals,IT Professionals