Learning Plan Resources for Azure OpenAI

This document is under active development. Please check regularly for updates.

Introduction

Azure OpenAI is a collaboration between Microsoft Azure and OpenAI, a leading research organization in artificial intelligence. It is a cloud-based platform that enables developers and data scientists to build and deploy AI models quickly and easily. With Azure OpenAI, users can access a wide range of AI tools and technologies to create intelligent applications, including natural language processing, computer vision, and deep learning.

Azure OpenAI is designed to accelerate the development of AI applications, allowing users to focus on creating innovative solutions that deliver value to their organizations and customers.

Get Started

To get started, we recommend watching the following videos created by Microsoft GPSUS Technical Team.

	Azure OpenAI Business Briefing This first video will help you better understand what OpenAI is, canonical use cases, and identify a use case for your enterprise to launch your solution.
	Azure OpenAI Technical Briefing This second video walks you through technical level 100 details that you must know to implement OpenAI in your projects. It contains code snippets demonstrating Azure OpenAI rest API and python SDK. You can find the notebook used in this video here.

Request Access

Due to limited resources and extreme interest, currently only approved customers/partners are granted access to Azure OpenAI. To request access, fill out the access request form.

Keeping Up

• What’s New in Azure OpenAI
• Azure OpenAI - YouTube Playlist
• AI & ML Academy

Fundamentals

• Azure OpenAI Service product page
• Azure OpenAI Documentation – Overview, quickstarts, tutorials, how-to guides, API reference
• Video: Combining OpenAI models with the power of Azure (16 minutes)
• Responsible AI: Use cases for Azure OpenAI
• Azure OpenAI Service quotas and limits
• Azure OpenAI Service models
• Introduction to Azure OpenAI Service – MS Learn (self-paced, 38 minutes)
• Tutorial: Explore Azure OpenAI Service embeddings and document search

Associate

• How to generate text with Azure OpenAI - Learn how to generate or manipulate text, including code with Azure OpenAI
• How to prepare a dataset for Azure OpenAI custom model training - Learn how to prepare your dataset for fine-tuning
• Azure OpenAI content filtering - Learn about the content filtering capabilities of the OpenAI service in Azure Cognitive Services

Expert

• Coming soon!

Events

• Azure AI Bootcamp for Microsoft Partners – March 28-30 – Registration page
• AI and Machine Learning Partner Prep Event Listing Page (eventbuilder.com)

Demos

• Business Process Automation Accelerator - Provides a no-code Studio for users to quickly build complex, multi-stage AI pipelines across multiple Azure AI and ML Services
• Microsoft Tech Community: Azure OpenAI (GPT) with Power Apps - Build a Power App to create a demo or personal knowledge bot
• Build a low code conversational SMS bot with Azure Communication Services and Azure OpenAI

Community Resources

• Microsoft Q&A - Get answers to your questions using the tag: azure-openai
• OpenAI Python Library - examples · PyPI
• OpenAI Cookbook (github.com)
• Awesome ChatGPT Prompts