Develop Generative AI Apps in Azure (AI-3016)
Exam
Exam fees included
Course code
msai3016
Course pricing varies based on delivery method and location.
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What you’ll learn
On this Microsoft Develop Generative AI Apps in Azure (AI-3016) course, you’ll learn how to build generative AI applications that use language models with prompt flow to provide value to your users.
You’ll also learn to:
Deploy a model to an endpoint
Improve the performance of a language model
Understand the development lifecycle of a large language model (LLM) app
Understand core components and explore flow types
Explore connections and runtimes
Explore variants and monitoring options
Understand how to ground your language model
Make your data searchable
Build an agent with prompt flow
Understand when to fine-tune a language model
Prepare your data to fine-tune a chat completion model
Explore fine-tuning language models in Azure AI Studio
Assess the model performance
Manually evaluate the performance of a model
Assess the performance of your generative AI apps
Plan a responsible generative AI solution
Identify potential harms
Measure potential harms
Mitigate potential harms
Operate a responsible generative AI solution
At Firebrand, we are one of the few companies in the world to be designated a Microsoft Cloud Partner. By studying with us, you'll gain access to the latest Microsoft curriculum, learn from Microsoft Certified Trainers, and access a distraction-free environment.
Audience
This course is ideal for:
Data Scientists: Professionals who analyze and interpret complex data to help companies make decisions.
AI Engineers: Engineers who build and deploy AI models and applications.
Intermediate-Level Learners: Individuals with a basic understanding of AI concepts and Azure services.
Curriculum
Module 1: Plan and prepare to develop AI solutions on Azure
Module 2: Select, deploy, and evaluate Microsoft Foundry models
Module 3: Develop a generative AI chat app with Microsoft Foundry
Module 4: Develop generative AI apps that use tools
Module 5: Optimize generative AI model performance with Microsoft Foundry
Module 6: Implement a responsible generative AI solution in Microsoft Foundry
Prerequisites
Before attending this course, you should have:
Familiarity with fundamental AI concepts and services in Azure
Programming experience
Exam info
There is no exam related to this course.
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