Explore digital courses

Learn how to evaluate and optimize AI agents systematically through structured experiments that measure quality, cost, and performance. Design evaluation metrics, apply Git-based workflows, create consistent scoring rubrics, and make evidence-based optimization decisions.

Units in this learning path:

• Introduction
• Design Evaluation Experiments
• Git Based Experimentation Workflow
• Evaluate Agent Responses
• Exercise
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry

Roles: AI Engineer, Developer, Solution Architect

Level: Intermediate

Subjects: Artificial Intelligence, Machine Learning

Duration: 66 minutes

Learn to assess costs and benefits of AI solutions. Develop ROI analyses, evaluate TCO, and decide to build, buy, or extend AI components.

Units in this learning path:

• Introduction
• Roi Criteria AI Powered Business Solution Including Total Cost Ownership
• Create Roi Analysis Proposed AI Solution Business Process
• Analyze Whether Build Buy Extend AI Components Business Solutions
• Implement Model Router Intelligently Route Requests Most Suitable Model
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio, Dynamics 365

Roles: Solution Architect

Level: Advanced

Subjects: Generative AI, Data Analytics, Data Management, Data Engineering, Data Integration

Duration: 34 minutes

Evaluating copilots is essential to ensure your generative AI applications meet user needs, provide accurate responses, and continuously improve over time. Discover how to assess and optimize the performance of your generative AI applications using the tools and features available in the Azure AI Studio.

Units in this learning path:

• Introduction
• Assess Models
• Manual Evaluations
• Automated Evaluations
• Exercise
• Knowledge Check
• Summary

Products: Microsoft Foundry

Roles: Data Scientist, AI Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Machine Learning, Natural Language Processing

Duration: 38 minutes

In this course, you will review the scope of the AWS Certified AI Practitioner (AIF-C01) exam, including the intended audience and exam topics.This course is part of 4 steps that you can use to prepare for your exam with confidence. To follow the…

In this course, you will review the scope of the AWS Certified Machine Learning - Specialty (MLS-C01) exam, including the intended audience and exam topics.This course is part of 4 steps that you can use to prepare for your exam with confidence.…

In this course, you will review the scope of the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam, including the intended audience and exam topics.This course is part of 4 steps that you can use to prepare for your exam with…

This course is an overview to the Exam Prep Plan. It outlines each of the 4 steps. It also provides guidance on how much time you should spend on each step. If you feel you need to refresh your AWS knowledge and skills before preparing, enroll in…

This course is an overview to the Exam Prep Plan. It outlines each of the 4 steps. It also provides guidance on how much time you should spend on each step.

This course is an overview to the Exam Prep Plan. It outlines each of the 4 steps. It also provides guidance on how much time you should spend on each step. If you feel you need to refresh your AWS knowledge and skills before preparing, enroll in…

From start to certified. Use the Exam Prep Plan to follow 4 steps to prepare for your exam with confidence. The plan contains practice assessments with more than 175 exam-style questions. It also includes hands-on labs, videos reviewing each exam…

From start to certified. Use the Exam Prep Plan to follow the plan to prepare for your exam with confidence. The plan contains a practice question set. It also includes courses reviewing each exam domain and task statement and references…

From start to certified. Use the Exam Prep Plan to follow 4 steps to prepare for your exam with confidence. The plan contains practice assessments with more than 125 exam-style questions. It also includes hands-on labs, videos reviewing each exam…