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Learn how to work with compute targets in Azure Machine Learning. Compute targets allow you to run your machine learning workloads. Explore how and when you can use a compute instance or compute cluster.

Units in this learning path:

• Introduction
• Compute Targets
• Create Use Compute Instance
• Create Use Compute Cluster
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 37 minutes

Learn about working with entities and variables.

Units in this learning path:

• Introduction
• Entities
• Custom Entities
• Use Entities
• Variables
• Variables Across Topics
• Check
• Summary

Products: Ms Copilot

Roles: Functional Consultant, Developer

Level: Intermediate

Subjects: Chatbots

Duration: 34 minutes

Use Azure Machine Learning Python SDK v2 to work with environments

Units in this learning path:

• Introduction
• Understand Environments
• Explore Use Curated Environments
• Create Use Custom Environments
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 42 minutes

machine learning operations, MLOps, environments

Units in this learning path:

• Introduction
• Understand Business Problem
• Explore Solution Architecture
• Set Up Environments
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning, Github

Roles: Data Scientist, Devops Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Devops, Machine Learning

Duration: 36 minutes

Work with generative artificial intelligence (AI) models in Azure Machine Learning

Modules in this learning path:

• Explore Foundation Models in Model Catalog

Products: AI Services, Azure Machine Learning

Roles: Data Scientist

Level: Intermediate

Subjects: Machine Learning

Duration: 54 minutes

machine learning operations, MLOps, linter, linting, unit tests, code check

Units in this learning path:

• Introduction
• Understand Business Problem
• Explore Solution Architecture
• Run
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning, Github

Roles: Data Scientist, Devops Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Machine Learning

Duration: 32 minutes

This module teaches you how to write clear, effective prompts for Microsoft 365 Copilot Chat by exploring key elements, best practices, and the Prompt Gallery to help you achieve optimal results.

Units in this learning path:

• Introduction
• Write Effective Prompt
• Review Prompting Best Practices
• Discover Share Save Prompts Copilot Prompt Gallery
• Knowledge Check
• Summary

Products: Ms Copilot

Roles: Business User

Level: Beginner

Subjects: Artificial Intelligence

Duration: 24 minutes