AI-3016 Certification

About Course
In this comprehensive course, participants will navigate and utilize Azure AI Studio’s core features effectively.
Practical skills are honed through hands-on labs, reinforcing your theoretical knowledge. Practical Application: Attendees will work on real-world projects, ensuring they can apply what they learn to develop and manage AI projects within Azure AI Studio.
What Will You Learn?
You'll learn to Provision and manage AI resources and projects, develop Language model applications using Prompt flow, and enhance these models with custom data via Retrieval Augmented Generation (RAG) techniques. Additionally, you'll gain insights into developing Responsible generative AI solutions, including identifying and mitigating potential harms.
Course Content
-
Plan and prepare to develop AI solutions on Azure
17:40 -
Choose and Deploy Models from the Model Catalog
11:38 -
Lab - Choose Deploy Compare Language Models
19:54 -
Develop an AI app with the Azure AI Foundry SDK
05:40 -
Lab - Develop an AI app with the Azure AI Foundry SDK
16:41 -
Develop a RAG-based solution with your own data using Azure AI Foundry
06:30 -
Lab - RAG with Azure AI Foundry part 1
24:04 -
Lab - RAG with Azure AI Foundry part 2
17:08 -
Fine-tune a language model with Azure AI Foundry
07:53 -
Lab - Fine-tune a language model with Azure AI Foundry
26:00 -
Implement a responsible generative AI solution in Azure AI Foundry
05:26 -
Lab- Content Filter
19:49 -
Evaluate generative AI performance in Azure AI Foundry portal
04:58 -
Lab - Evaluate Gen AI Model Performance
27:09