Develop Generative AI Solutions with Azure OpenAI Service

Course Overview:

The AI-050: Develop Generative AI Solutions with Azure Open AI Service course teaches learners how to use the Azure Open AI Service to create advanced AI models for generating humanlike text, code, and images. Participants will learn to deploy and manage AI models through Azure Open AI Studio, the console, or REST API, and integrate them into their own applications. The course also covers prompt engineering to optimize AI model performance and emphasizes best practices in Responsible AI. By the end, learners will be equipped to create innovative and ethical generative AI solutions.

Course Objectives:

Understand Azure OpenAI Service
Develop Intelligent Applications
Leverage Azure Resources
Address Ethical Considerations
Handle Data for AI Predictions
Deploy and Manage AI Models

Who Should Attend?

This course is intended for software developers and data scientists who want to work with large language models for generative AI. While some programming experience is recommended, the course is suitable for anyone looking to learn how to use the Azure OpenAI service to build generative AI solutions.

Course Prerequisites

There are no prerequisites for this course.

Course Content:

Module 01: Introduction to Azure Open AI Service

Describe Azure Open AI workloads and access the Azure Open AI Service
Understand generative AI models
Understand Azure Open Ai’s language, code, and image capabilities
Understand Azure Open Ai’s responsible AI practices and limited access policies

Module 02: Get Started with Azure Open AI Service

Create an Azure Open AI Service resource and understand types of Azure.
Open AI base models.
Use the Azure Open AI Studio, console, or REST API to deploy a base model and test it in the Studio’s
playgrounds.
Generate completions to prompts and begin to manage model parameters.

Module 03: Build natural language solutions with Azure Open AI Service

Integrate Azure Open AI into your application.
Differentiate between different endpoints available to your application.
Generate completions to prompts using the REST API and language specific SDKs.

Module 04: Apply prompt engineering with Azure Open AI Service

Understand the concept of prompt engineering and its role in optimizing.
Azure Open AI models’ performance.
Know how to design and optimize prompts to better utilize AI models.
Include clear instructions, request output composition, and use contextual content to improve the quality
of the model’s responses.