Explore digital courses

Learn how to find the best model with automated machine learning (AutoML) and by experimenting in notebooks.

Modules in this learning path:

• Find Best Classification Model Automated Machine Learning
• Track Model Training Jupyter Notebooks Mlflow

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 70 minutes

As a data scientist, you can use Azure Machine Learning to train and manage your machine learning models. Learn what Azure Machine Learning is, and get familiar with all its resources and assets.

Units in this learning path:

• Introduction
• Provision
• Identify Resources
• Identify Assets
• Run Jobs
• Exercise Explore Workspace
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 42 minutes

This credential earner has knowledge of emerging technologies that power today’s jobs: data, artificial intelligence (AI), cloud computing, cybersecurity, and quantum computing. The individual knows foundational concepts, terminology, and how technologies are applied to solve problems in organizations and business. The earner can use this knowledge to explore careers in tech.

This Learning Path explores how to boost productivity and security in Microsoft 365 by using Copilot and AI-powered agents, while examining how to manage, customize, and govern these tools across your organization.

Modules in this learning path:

• Explore Microsoft 365 Copilot Agents
• Perform Admin Tasks Microsoft 365 Copilot
• Perform Admin Tasks Microsoft 365 Copilot Agents

Products: M365, M365 Admin Center, Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Microsoft Copilot Studio

Roles: Administrator, Functional Consultant

Level: Beginner

Subjects: Artificial Intelligence, Productivity

Duration: 199 minutes

This module provides a comprehensive introduction to Microsoft 365 Copilot and agents, explaining their architecture, capabilities, licensing models, deployment strategies, and practical use cases.

Units in this learning path:

• Introduction
• Introduction Microsoft 365 Copilot
• What Are Agents
• Compare Microsoft 365 Copilot Agents
• Compare Microsoft 365 Copilot Licensing Models
• Plan Deploy Microsoft 365 Copilot Agents
• Explore Real World Use Cases Copilot Agents
• Knowledge Check
• Summary

Products: AI Services, AI Vision, Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Microsoft Copilot Studio

Roles: Administrator, Functional Consultant

Level: Beginner

Subjects: Artificial Intelligence, Productivity

Duration: 74 minutes

This Learning Path introduces the Microsoft 365 experience by helping you set up core services, manage users and access securely, and protect your organization’s data using built-in tools and best practices.

Modules in this learning path:

• Explore Microsoft 365 Security Foundations
• Introduction Microsoft 365 Core Services Admin Controls
• Protect Govern Data Microsoft 365

Products: M365, M365 Admin Center, M365 Business, M365 Enterprise

Roles: Administrator, Functional Consultant

Level: Beginner

Subjects: Artificial Intelligence, Identity Access, Insider Risk, Productivity, Threat Protection

Duration: 206 minutes

Data exploration and analysis is at the core of data science. Data scientists require skills in programming languages like Python to explore, visualize, and manipulate data.

Units in this learning path:

• Introduction
• Explore Data Numpy Pandas
• Exercise Explore Data
• Visualize Data
• Exercise Visualize Data
• Examine Real World Data
• Exercise Real World Data
• Knowledge Check
• Summary

Products: Azure

Roles: Data Scientist

Level: Intermediate

Subjects: Machine Learning

Duration: 60 minutes

Explore and configure the Azure Machine Learning workspace, its resources and its assets. Explore which developer tools you can use to interact with the workspace, focusing on the CLI and Python SDK v2.

Modules in this learning path:

• Explore Azure Machine Learning Workspace Resources Assets
• Explore Developer Tools for Workspace Interaction
• Make Data Available Azure Machine Learning
• Work Compute Resources Azure Machine Learning
• Work Environments Azure Machine Learning

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 217 minutes

Learn how you can interact with the Azure Machine Learning workspace. You can use the Azure Machine Learning studio, the Python SDK (v2), or the Azure CLI (v2).

Units in this learning path:

• Introduction
• Explore Studio
• Explore Python Sdk
• Explore Cli
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 57 minutes

This module provides a practical guide to using Microsoft 365 Copilot Chat's prebuilt agents, which enable users to streamline tasks, retrieve information efficiently, and enhance productivity through AI-powered conversational tools.

Units in this learning path:

• Introduction
• Examine Analyst Agent
• Exercise Analyst Agent
• Examine Researcher Agent
• Exercise Researcher Agent
• Examine Prompt Coach Agent
• Examine Idea Coach Agent
• Examine Writing Coach Agent
• Exercise Agent Choice
• Knowledge Check
• Summary

Products: M365, Office 365

Roles: Administrator, Business User, Developer, Student

Level: Beginner

Subjects: Artificial Intelligence, Business Applications, Productivity

Duration: 72 minutes

Discover how generative AI can transform your business processes and drive innovation.

Modules in this learning path:

• Understand Foundations Generative AI Business Leaders
• Build Effective Generative AI Solutions Organization

Products: Microsoft 365 Copilot, Ms Copilot, Azure AI Foundry

Roles: Business Leader

Level: Beginner

Subjects: Artificial Intelligence

Duration: 62 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…