Data Science & AI – Browse Learning Resources

MS Learn

free course

AI concepts for developers and technology professionals

Learn core AI concepts and terminology to help you better understand AI workloads and how to plan AI solutions.

Microsoft Foundry

beginner

MS Learn

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Get started with AI applications and agents on Azure

Learn how to get started with AI workloads and solutions in Microsoft Foundry.

Microsoft Foundry

beginner

MS Learn

free tutorial

Design advanced prompting strategies for production AI agents

Design advanced prompting strategies for production AI agents in Microsoft Foundry. Implement multiturn reasoning...

Azure Microsoft Foundry

advanced

MS Learn

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Introduction to retrieval-augmented generation concepts

Learn how retrieval-augmented generation (RAG) grounds generative AI responses in relevant information.

Microsoft Foundry

beginner

MS Learn

free tutorial

Prevent data exfiltration from Azure AI Workloads

Overview of how to prevent data exfiltration for AI workloads running on Microsoft Azure.

Azure

beginner

MS Learn

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Developing in agentic AI systems part 2 of 2

This is part two of two part learning series to support our new certification, Developing in Agentic AI Systems. In...

Github

beginner

MS Learn

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Guide AI workload operations with an AI Center of Excellence

How comprehensive operations guidance from an AI Center of Excellence can help an organization to effectively...

Azure

beginner

MS Learn

free tutorial

Introduction to AI Landing Zones

Introduction to using Azure landing zones with AI workloads

Azure

beginner

MS Learn

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Restrict Azure Machine Learning workspace network traffic

Overview of planning and securing Azure Machine Learning networking

Azure

beginner

MS Learn

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Govern AI services with Azure Policy

Learn how to govern AI services using Azure Policy.

Azure

beginner

MS Learn

free tutorial

Introduction to Azure Machine Learning monitoring

Get an introduction to what you need to know about monitoring Azure Machine Learning deployments.

Azure

beginner

MS Learn

free tutorial

Introduction to Azure Machine Learning authentication and authorization

Learn how to configure and manage Azure Machine Learning authentication and authorization.

Azure Machine Learning

beginner

MS Learn

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Manage and secure Microsoft 365 AI services

Roll out, secure, and monitor Microsoft 365 Copilot and agents for an AI-native company—enable Copilot safely,...

M365 Entra Id Agent 365

intermediate

MS Learn

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Introduction to AI Skills for nonprofits

Learn how to boost productivity with AI by understanding how Microsoft Copilot works and how to craft effective...

Foundry Tools M365 Apps Ms Copilot

beginner

MS Learn

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Discover AI for leaders in manufacturing

In this learning path, manufacturing business leaders will find all the knowledge and resources to adopt AI in their...

Industry Solutions Azure Openai

beginner

MS Learn

free tutorial

Secure AI agents and workloads on Windows

Explore how to secure AI agents and AI-powered workloads on Windows. Learn how identity, governance, policy...

Windows 11

beginner

MS Learn

free tutorial

Monitor and optimize Microsoft 365 AI services

Monitor Copilot and agent usage, adoption, and cost across Microsoft 365 AI services, and use Microsoft 365 Service...

M365 M365 Admin Center

intermediate

MS Learn

free tutorial

License Microsoft 365 and AI services at scale

Manage Microsoft 365 and AI-service licenses at scale using direct, group-based, and pay-as-you-go assignment,...

M365 M365 Admin Center Entra Id

intermediate

MS Learn

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Explore the business value of generative AI solutions

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

Microsoft 365 Copilot Ms Copilot Microsoft Foundry

beginner

MS Learn

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Know where to leverage AI in your classroom

Classroom teachers, instructional coaches, and administrators learn to use AI in their roles supporting students,...

M365 Education

beginner

MS Learn

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Understand features of Copilot Studio agents

Learn how Microsoft Copilot Studio enables organizations to build, deploy, and manage intelligent agents. Explore...

Microsoft Copilot Studio

beginner

MS Learn

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Introduction to generative AI and agents

Ever wondered how AI can create content, answer questions, and assist with tasks? This module introduces you to the...

Microsoft Foundry

beginner

MS Learn

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Explore role-based AI agent skills for business users

Explore how role-based AI agents in Microsoft 365 Copilot can help business professionals work faster by supporting...

M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat

beginner

MS Learn

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Drive business value with AI solutions

Discover how Copilot and Azure AI can transform work across your organization.

Microsoft 365 Copilot Ms Copilot Microsoft Foundry

beginner

MS Learn

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Plan an AI agent solution

Plan a complete AI agent solution on Microsoft's agent platform — from defining outcomes and success metrics to...

Microsoft Copilot Studio

intermediate

MS Learn

free course

Discover AI for leaders in sustainability

In this learning path, sustainability business leaders will find all the knowledge and resources to adopt AI in...

Industry Solutions Azure Openai

beginner

MS Learn

free course

Discover AI for leaders in finance

In this learning path, FSI business leaders will find all the knowledge and resources to adopt AI in their...

Industry Solutions Azure Openai

beginner

MS Learn

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Discover AI for leaders in healthcare

In this learning path, healthcare business leaders will find the knowledge and resources to adopt AI in their...

Industry Solutions Azure Openai

beginner

MS Learn

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Discover AI for leaders in nonprofit

Azure Openai Fabric Industry Solutions

beginner

MS Learn

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Transform your business with AI

In this learning path, business leaders will find the knowledge and resources to adopt AI in their organizations. It...

Azure Openai

beginner

MS Learn

free course

Discover AI for leaders in retail

In this learning path, retail business leaders find all the knowledge and resources to adopt AI in their...

Industry Solutions Azure Openai

beginner

MS Learn

free course

Design a dream destination with AI

Use Microsoft Copilot generative AI capabilities to ideate, research, and generate content. Use tips and techniques...

Ms Copilot

beginner

MS Learn

free tutorial

Explore AI governance for AI ready infrastructure

Learn how to govern AI workloads using Microsoft Foundry by enforcing policies, managing costs, ensuring compliance,...

Azure Microsoft Foundry

intermediate

MS Learn

free tutorial

Protect and govern AI ready infrastructure with Azure

Design and deploy governed AI infrastructure by understanding governance frameworks, enforcing policies and access...

Azure

intermediate

MS Learn

free tutorial

Govern AI ready workloads with Microsoft Foundry

Learn to govern AI workloads using Microsoft Foundry by enforcing policy‑driven controls, securing identity access,...

Foundry Tools Azure

intermediate

MS Learn

free tutorial

Run governed AI workloads with Microsoft Foundry

Implement enterprise AI governance with Microsoft Foundry by understanding the governance framework, configuring...

Azure Microsoft Foundry

intermediate

MS Learn

free tutorial

Insights for SAP using unified analytics and AI platform

In this module, you learn about accelerating business transformation with Microsoft AI and SAP integration,...

Azure Sap

intermediate

MS Learn

free tutorial

Work smarter with AI using Microsoft Copilot

Learn how to be more productive with Microsoft Copilot.

Ms Copilot

beginner

MS Learn

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Introduction to building AI agents

Explore how AI agents work, tour Microsoft's agent development platform — including Copilot Studio, Microsoft...

Azure Microsoft 365 Copilot Microsoft Copilot Studio

beginner

MS Learn

free tutorial

Optimize device management using AI and Copilot tools

Use AI and Copilot tools across Microsoft Intune and Microsoft Defender to prioritize endpoint issues, investigate...

M365 Intune Microsoft Defender

intermediate

MS Learn

free tutorial

Develop an AI agent with Microsoft Agent Framework

Learn how to start building agents with Microsoft Agent Framework

Microsoft Foundry Foundry Agent Service

intermediate

MS Learn

free tutorial

Plan and implement device enrollment using Microsoft Intune

Covers enrollment strategy selection, step-by-step platform enrollment guidance for Windows, iOS/iPadOS, macOS, and...

M365 Windows Intune

intermediate

MS Learn

free tutorial

Embrace responsible AI principles and practices

Explore six principles to guide AI development and use - fairness, reliability and safety, privacy and security,...

Azure Dynamics 365 M365

beginner

MS Learn

free tutorial

Scale AI in your organization

Learn enterprise AI management with our free open online course, including scaling AI.

Azure M365

beginner

MS Learn

free tutorial

Create business value with AI

Learn how to align AI to business strategy and ensure readiness using essential drivers for scalable, impactful,...

Azure M365

beginner

MS Learn

free tutorial

Use AI responsibly with Microsoft Foundry Content Safety

As the amount of user-generated online content increases, so does the need to ensure harmful material is moderated...

Foundry Tools

intermediate

MS Learn

free tutorial

Leverage AI tools and resources for your business

Learn how to use AI tools and resources for your business.

Azure Microsoft 365 Copilot

beginner

MS Learn

free tutorial

Get started with AI agent development on Azure

AI agents represent the next generation of intelligent applications. Learn how they can be developed and used on...

Microsoft Foundry Foundry Agent Service

beginner

MS Learn

free tutorial

Understand the foundations of generative AI for business leaders

Generative AI is reshaping business operations, enabling organizations to automate tasks, personalize experiences,...

Microsoft 365 Copilot Ms Copilot Microsoft Foundry

beginner

MS Learn

free tutorial

Build effective generative AI solutions in your organization

Discover how to make generative AI work for your organization. Learn the essential elements of building reliable,...

Microsoft 365 Copilot Azure Machine Learning Microsoft Foundry

beginner

MS Learn

free course

Deploy and govern enterprise agentic AI solutions on Azure

Learn how to deploy multi-agent systems to Azure at enterprise scale and establish robust operational governance...

Agent Framework Azure Cosmos Db Azure Managed Redis

advanced

MS Learn

free course

Architect production-grade multi-agent AI solutions in Azure

Learn how to design production-grade agentic AI solutions in Microsoft Foundry. This training covers stateful...

Agent Framework Azure Cosmos Db Azure Managed Redis

advanced

MS Learn

free course

Monitor, evaluate, and operate multi-agent AI solutions in Azure

Learn how to operate production multi-agent solutions with comprehensive visibility, systematic quality assurance,...

Agent Framework Azure Cosmos Db Azure Monitor

advanced

MS Learn

free tutorial

Scale responsible AI governance with Azure AI Content Safety and Microsoft Foundry

Scale responsible AI governance to enterprise multi-agent systems using Azure AI Content Safety and Microsoft...

Azure Microsoft Foundry

advanced

MS Learn

free tutorial

Implement advanced RAG pipelines with Azure AI Search and Microsoft Foundry

Implement advanced retrieval-augmented generation (RAG) pipelines for production AI agents using Azure AI Search and...

Azure Microsoft Foundry Azure Cognitive Search

advanced

MS Learn

free tutorial

Develop AI-enabled apps using the GitHub Copilot SDK

This module covers how to develop AI-enabled applications using the GitHub Copilot SDK. You install the SDK, explore...

Github Vs Code

intermediate

MS Learn

free tutorial

Get ready to work with Microsoft 365 Copilot

Explore how Microsoft 365 Copilot grounds responses in your organizational data and the web, discover how agents...

M365 Office 365

intermediate

MS Learn

free tutorial

Activate AI with the Microsoft Education AI Toolkit

Discover the Microsoft Education AI Toolkit for education leaders. Access strategies and tips across five areas to...

Ms Copilot M365 Education

beginner

MS Learn

free tutorial

Unlock productivity and unleash creativity with AI powered chat

Learn how Microsoft Copilot Chat works with both work and web grounded data.

M365 Office 365

intermediate

MS Learn

free tutorial

From inbox to impact: Improve your email workflows with AI

Learn how to use Copilot in Microsoft Outlook to triage email, draft personalized responses, schedule meetings from...

M365 Office 365

intermediate

MS Learn

free tutorial

Uncover new data insights with AI

Learn how to use Copilot in Excel to analyze data, run Python-powered forecasts, enrich workbooks with...

M365 Office 365

intermediate

MS Learn

free tutorial

Make your meetings more productive with AI

Apply Copilot and the Facilitator agent in Microsoft Teams to run structured, outcome-driven meetings, from agenda...

M365 Office 365

intermediate

MS Learn

free tutorial

Draft impactful documents using AI

Learn how to use Copilot in Microsoft Word to draft, edit, and enhance your content.

M365 Office 365

intermediate

MS Learn

free tutorial

Build effective presentations with AI

Learn how to create and improve your presentations using Copilot in Microsoft PowerPoint.

M365 Office 365

intermediate

MS Learn

free course

Developing in Agentic AI Systems Part 1 of 2

Learn how to design, deploy, and manage agentic AI systems within the software development lifecycle by integrating,...

Github

beginner

MS Learn

free tutorial

Delegate agent tasks using child agents in Copilot Studio

Learn to structure complex Copilot Studio agents using child agents. Create focused subagents, configure how they...

Microsoft Copilot Studio

intermediate

MS Learn

free tutorial

Ground agents with enterprise knowledge using connectors and Azure AI Search in Microsoft Copilot Studio

Learn to ground Copilot Studio agent responses in enterprise knowledge by connecting to Copilot connectors, Power...

Power Platform Microsoft Copilot Studio

advanced

MS Learn

free tutorial

Generate AI-powered agent responses using generative answers in Microsoft Copilot Studio

Learn how to configure AI-powered responses in Microsoft Copilot Studio agent topics. This module covers the...

Ms Copilot

intermediate

MS Learn

free tutorial

Build cross-platform multi-agent solutions using the Agent2Agent protocol in Microsoft Copilot Studio

Learn to integrate cross-platform agents into your Copilot Studio solution using the Agent2Agent (A2A) protocol....

Microsoft Copilot Studio

intermediate

MS Learn

free tutorial

Design AI Workloads on Azure

Learn to design AI workloads on Azure using SaaS, PaaS, and IaaS solutions. Align AI strategy with business goals...

Azure

intermediate

MS Learn

free tutorial

Build intelligent agents in Microsoft Copilot Studio

Learn how to build intelligent agents by adding knowledge sources to provide contextual, relevant responses in...

Microsoft Copilot Studio

beginner

MS Learn

free tutorial

Get started with AI in Azure

This module introduces Azure and its capabilities for building AI solutions. Explore the key features and benefits...

Microsoft Foundry

beginner

MS Learn

free tutorial

Get started with generative AI and agents in Azure

Learn how to use generative AI models and agents with Microsoft Foundry.

Microsoft Foundry

beginner

MS Learn

free tutorial

Get started with computer vision in Azure

Vision-enabled models in Foundry enable developers to create intelligent solutions that analysis images, and...

Foundry Tools Microsoft Foundry

beginner

MS Learn

free tutorial

Access and prepare data for Power BI Desktop - Online workshop

Learn to access and prepare data for Power BI Desktop.

Power Bi

beginner

MS Learn

free tutorial

Data visualization and reports in Power BI - Online workshop

Work through exercises to learn about data visualization and reports in Power BI.

Power Bi

beginner

MS Learn

free tutorial

Build your first data model and explore the data by using Power BI - Online workshop

In this module, you build a Power BI data model for the first time. Then use your first data model to explore data,...

Power Bi

beginner

MS Learn

free tutorial

Publish and access reports in Power BI service – Online workshop

Learn how to use Power BI to create a mobile view, publish a report, build a dashboard, and use storytelling with...

Power Platform Power Bi

beginner

MS Learn

free tutorial

Use hierarchies and DAX in your first data model - Online workshop

In this module, you add measures to a Power BI data model for the first time. You use hierarchies, matrix visuals,...

Power Bi

beginner

MS Learn

free course

Explore Microsoft Agent 365

Learn how to use Microsoft Agent 365.

Agent 365 Ms Copilot

beginner

MS Learn

free course

Secure and govern analytics data in Microsoft Fabric

Implement layered access controls across Microsoft Fabric workspaces and data stores, then establish governance...

Fabric

intermediate

MS Learn

free tutorial

Get started with machine learning in Azure

Design a machine learning model training solution with Azure Machine Learning.

Azure Machine Learning

beginner

MS Learn

free tutorial

Describe the data compliance solutions of Microsoft Purview

Describe the data compliance solutions of Microsoft Purview.

Microsoft Purview

beginner

MS Learn

free tutorial

Develop finance skills with AI agents

Learn how to use Microsoft 365 Copilot to analyze financial data, uncover insights, and create executive-ready...

M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat

beginner

MS Learn

free course

Implement Generative AI engineering with Azure Databricks

Generative Artificial Intelligence (AI) engineering with Azure Databricks uses the platform's capabilities to...

Azure Databricks

intermediate

MS Learn

free tutorial

Review responsible AI principles for language models in Azure Databricks

Review responsible AI principles for language models in in Azure Databricks

Azure Databricks

intermediate

MS Learn

free tutorial

Implement LLMOps in Azure Databricks

Azure Databricks

intermediate

MS Learn

free tutorial

Develop sales skills with AI agents

Learn how to use AI agents in Microsoft 365 Copilot to improve sales workflows, address objections, and tailor...

M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat

beginner

MS Learn

free tutorial

Secure AI agents with Microsoft Purview data security controls

Learn how to identify which Microsoft Purview capabilities cover which AI agent types, discover active agents,...

Microsoft Purview

intermediate

MS Learn

free tutorial

Ingest Data with Dataflows Gen2 in Microsoft Fabric

Data ingestion is crucial in analytics. Microsoft Fabric's Data Factory offers Dataflows for visually creating...

Fabric

intermediate

MS Learn

free tutorial

Choose a Power BI model framework

Learn about Power BI model frameworks including import, DirectQuery, and composite models. Understand the benefits...

Power Bi

intermediate

MS Learn

free tutorial

Create dashboards in Power BI

Microsoft Power BI dashboards are different than Power BI reports. Dashboards allow report consumers to create a...

Power Bi Power Platform Fabric

intermediate

MS Learn

free tutorial

Build serverless AI backends with Azure Functions

Learn how to use Azure Functions as lightweight serverless compute for AI workloads, including inference endpoints,...

Azure Functions

intermediate

MS Learn

free tutorial

Develop event-driven AI workflows with Azure Event Grid

Learn how to build event-driven AI workflows using Azure Event Grid to route events from sources to handlers with...

Azure Event Grid

intermediate

MS Learn

free tutorial

Queue and process AI operations with Azure Service Bus

Learn how to use Azure Service Bus to queue, distribute, and reliably process AI workloads using queues, topics,...

Azure Service Bus

intermediate

MS Learn

free tutorial

Configure a semantic model

Semantic models organize complex data into an intuitive structure, enhancing data visualization and enabling...

Power Bi Fabric

intermediate

MS Learn

free tutorial

Get data in Power BI

Connect to data sources including Excel, relational databases, and NoSQL stores in Power BI. Learn techniques to...

Power Bi Power Platform

intermediate

MS Learn

free tutorial

Use DAX time intelligence functions in semantic models

DAX time intelligence functions in Power BI enable users to analyze and compare data across different time periods,...

Power Bi Fabric

intermediate

MS Learn

free tutorial

Write DAX formulas for semantic models

Data Analysis Expressions (DAX) is a formula language for Power BI that enables you to create calculations, add...

Power Bi Fabric

beginner

MS Learn

free tutorial

Develop marketing skills with AI agents

Learn how AI agents in Microsoft 365 Copilot can enhance marketing tasks, streamline workflows, and improve...

M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat

beginner

MS Learn

free course

Manage a Microsoft Fabric environment

Learn how to manage a Microsoft Fabric environment through CI/CD, monitoring, security, and administration.

Fabric

intermediate

MS Learn

free course

Implement Real-Time Intelligence with Microsoft Fabric

Ingest, transform, and analyze streaming data with Real-Time Intelligence in Microsoft Fabric.

Fabric

beginner

MS Learn

free course

Implement a data warehouse with Microsoft Fabric

Explore the data warehousing process and learn how to load, monitor, secure, and query a warehouse in Microsoft Fabric.

Fabric

beginner

MS Learn

free course

Ingest data with Microsoft Fabric

Learn to ingest and process data in Microsoft Fabric using Dataflows Gen2, pipelines, Apache Spark, and KQL databases.

Fabric

intermediate

MS Learn

free course

Implement a Lakehouse with Microsoft Fabric

Fabric

intermediate

MS Learn

free tutorial

Secure a Microsoft Fabric data warehouse

Learn the key concepts and strategies for protecting sensitive data in Microsoft Fabric data warehouses.

Fabric

beginner

MS Learn

free tutorial

Load data into a Microsoft Fabric data warehouse

Learn how to load data into a Microsoft Fabric warehouse using data pipelines, T-SQL, and Dataflow Gen2.

Fabric

beginner

MS Learn

free tutorial

Craft a compelling product pitch using AI

Learn to create a compelling product pitch using AI tools like Microsoft Copilot, leveraging Product-Led Growth...

Microsoft 365 Copilot M365

beginner

MS Learn

free tutorial

Solution architect series: Explore Microsoft Copilot Studio

Learn how Microsoft Copilot Studio is used in solutions.

Ms Copilot Dataverse

advanced

MS Learn

free tutorial

Process custom documents with AI Builder

Explore the fundamentals of AI Builder's Document processing, its benefits to your organization, and its integration...

Ai Builder Power Platform Power Automate

beginner

MS Learn

free tutorial

Recognize text with AI Builder

Learn about AI Builder Text recognition and how to use it with other Microsoft Power Platform products.

Ai Builder Power Platform Power Automate

beginner

MS Learn

free tutorial

Use AI Builder in Power Automate

Learn the basics of AI Builder usage in Microsoft Power Automate and how it can benefit your organization.

Ai Builder Power Platform Power Automate

intermediate

MS Learn

free tutorial

Solution Architect series: Evaluate Power Platform analytics and AI

Learn about reporting and analytics in Microsoft Power Platform.

Power Apps Power Automate Power Platform

advanced

MS Learn

free tutorial

Automate the processing of documents with the AI Builder prepackaged solution

Discover the benefits of document automation and how it can streamline your workflow.

Ai Builder Power Platform Power Automate

beginner

MS Learn

free tutorial

Get started with AI Builder prediction

Discover the AI Builder prediction model and its different outcome patterns.

Power Platform Power Apps

beginner

MS Learn

free tutorial

Use AI Builder models in Power Apps

Explore AI Builder's ready-to-use models, enhancing Power Apps user experience and offering interactive controls.

Power Apps Ai Builder

beginner

MS Learn

free tutorial

Use AI Builder to process invoice forms in Power Automate

Learn how to use AI Builder to process invoice forms in Microsoft Power Automate.

Power Platform Power Automate

intermediate

MS Learn

free tutorial

Analyze list data using data analysis mode in Business Central

Learn how to analyze list data by using data analysis mode in Dynamics 365 Business Central.

Dynamics 365 Dynamics Business Central

intermediate

MS Learn

free tutorial

Transform customer experiences with AI in Dynamics 365 apps

Discover how Dynamics 365 customer engagement apps—Sales, Customer Service, Contact Center, Customer Insights, and...

Dynamics 365 Dynamics Sales

intermediate

MS Learn

free tutorial

Drive business value with AI using Microsoft Foundry Tools

Learn how to use Microsoft Foundry Tools to drive business value.

Microsoft Foundry Foundry Agent Service

beginner