Data Science & AI – Browse Learning Resources

MS Learn

free course

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

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

free tutorial

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 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

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

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

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

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 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

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 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 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

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 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

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

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

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

Create an image recognition solution with Azure IoT Edge, Azure AI Custom Vision, and Azure Speech

Build an image recognition solution that runs on Azure IoT Edge. Use a prebuilt, exported Azure AI Custom Vision...

Azure Iot Edge Azure Iot Hub Azure Custom Vision

intermediate

MS Learn

free tutorial

Connect IoT devices to Azure AI Speech using Azure Functions

Create and deploy a cloud-hosted Azure Function that uses Azure AI Speech translation with an MXChip IoT DevKit

Azure Iot Hub Azure Functions

intermediate

MS Learn

free tutorial

Translate text and speech with Microsoft Foundry Tools

Translate text and speech using Azure Translator and Azure Speech in Foundry Tools

Microsoft Foundry Foundry Tools

intermediate

MS Learn

free tutorial

Automate AI evaluations with Microsoft Foundry and GitHub Actions

Learn how to implement automated evaluations for AI agents using Microsoft Foundry evaluators and GitHub Actions workflows.

Azure Foundry Tools Github

intermediate

MS Learn

free tutorial

Build knowledge-enhanced AI agents with Foundry IQ

Learn how Foundry IQ transforms how AI agents access and reason over organizational data through its unified...

Azure Microsoft Foundry

intermediate

MS Learn

free tutorial

Orchestrate a multi-agent solution using the Microsoft Agent Framework

Learn how to design multi-agent solutions with the Microsoft Agent Framework SDK

Foundry Tools

intermediate

MS Learn

free tutorial

Discover Azure AI Agents with A2A

Learn how to implement the A2A protocol to enable agent discovery, direct communication, and coordinated task...

Foundry Tools

intermediate

MS Learn

free tutorial

Enhance public sector services with generative AI

Discover the potential of generative AI for transforming public sector organizations and responsible AI practices...

Azure Content Safety Dynamics 365

intermediate

MS Learn

free tutorial

Manage machine learning in production with Azure Databricks

Learn how to manage machine learning models in production with Azure Databricks.

Azure Databricks

intermediate

MS Learn

free tutorial

Train a machine learning model in Azure Databricks

Learn how to train machine learning models using Spark and the MLlib library in Azure Databricks.

Azure Databricks

intermediate

MS Learn

free tutorial

Perform data analysis with Azure Databricks

Azure Databricks

intermediate

MS Learn

free tutorial

Get started with Claude in Microsoft Foundry

Anthropic Claude models and Microsoft Foundry create a powerful combination for developing generative AI...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Multi-Agent Systems and Orchestration

In this module, you will learn how to design multi-agent systems that coordinate through GitHub-native artifacts,...

Github

intermediate

MS Learn

free course

Get started with data engineering on Azure

Learn how to perform core data engineering workloads on Microsoft Azure.

Azure Data Lake Storage

intermediate

MS Learn

free tutorial

Configure AI agents and Copilot in Dynamics 365 Contact Center

Transform your contact center with AI. Configure the Customer Assist, Quality Assurance, and Service Operations...

Dynamics 365

intermediate

MS Learn

free course

Dragon Copilot AI Ambassador - Ambassador level

Learn how to guide others in using Dragon Copilot effectively and support AI-assisted clinical documentation workflows.

Mscloud Healthcare

intermediate

MS Learn

free course

Develop generative AI apps in Azure

Learn how to develop generative AI apps in Microsoft Foundry. (AI-3016)

Foundry Tools Microsoft Foundry

intermediate

MS Learn

free tutorial

Generate images with AI

Use models in Microsoft Foundry to generate images

Microsoft Foundry Azure Openai

intermediate

MS Learn

free tutorial

Evaluate generative AI performance in Microsoft Foundry portal

Evaluating copilots is essential to ensure your generative AI applications meet user needs, provide accurate...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Evaluate and optimize AI agents through structured experiments

Learn how to evaluate and optimize AI agents systematically through structured experiments that measure quality,...

Azure Microsoft Foundry

intermediate

MS Learn

free tutorial

Analyze images with Content Understanding

Learn how to analyze images with Azure Content Understanding.

Microsoft Foundry

intermediate

MS Learn

free tutorial

Develop AI agents with Microsoft Foundry and Visual Studio Code

Learn how to build, test, and deploy AI agents using Microsoft Foundry Agent Service through both the Azure portal...

Microsoft Foundry Foundry Agent Service

intermediate

MS Learn

free tutorial

Integrate MCP Tools with Azure AI Agents

Enable dynamic tool access for your Azure AI agents. Learn how to connect MCP-hosted tools and integrate them...

Microsoft Foundry Foundry Agent Service

intermediate

MS Learn

free tutorial

Optimize and fine-tune AI agents for production

Learn how to select fine-tuning methods (SFT, RFT, DPO), recognize agent quality problems, prepare training data,...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Develop a vision-enabled generative AI application

A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Develop a speech-capable generative AI application

A voice carries meaning beyond words. Learn how to use models that transcribe and synthesize speech.

Microsoft Foundry

intermediate

MS Learn

free tutorial

Select, deploy, and evaluate Microsoft Foundry models

Explore how to select appropriate models from the model catalog using benchmarks, deploy them to endpoints, and...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Monitor your generative AI application

Learn how to monitor the performance of your generative AI application using Microsoft Foundry. This module teaches...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Analyze and debug your generative AI app with tracing

Learn how to implement tracing in your generative AI applications using Microsoft Foundry and OpenTelemetry. This...

Azure Foundry Tools

intermediate

MS Learn

free tutorial

Implement a responsible generative AI solution in Microsoft Foundry

A practical approach to implementing generative AI responsibly, and exploring guardrails in AI Foundry portal.

Microsoft Foundry

intermediate

MS Learn

free tutorial

Optimize generative AI model performance with Microsoft Foundry

Explore complementary strategies to optimize generative AI model performance, including prompt engineering, system...

Microsoft Foundry

intermediate

MS Learn

free tutorial

Scale how you work by creating AI agents

This module explores how business users with no technical or programming experience can create AI agents in...

Microsoft 365 Copilot Microsoft 365 Copilot Chat

intermediate

MS Learn

free tutorial

Analyze AI identity risks using Microsoft Defender XDR

Discover AI agents in your environment and assess the identity-based risks they present using Microsoft Defender...

Defender Xdr Entra Id Azure

intermediate

MS Learn

free tutorial

Foundations of Agentic AI in GitHub

Explore how agentic AI changes the developer role from only writing code to guiding, reviewing, and validating...

Github

intermediate

MS Learn

free course

Prepare AI-ready analytics data in Microsoft Fabric

Prepare your semantic layer for AI by adding metadata and linguistic context to gold-layer data stores and semantic...

Fabric

intermediate

MS Learn

free tutorial

Manage the semantic model development lifecycle

Manage semantic models through their full development lifecycle. Create reusable assets, version-control with Git,...

Power Bi Fabric

intermediate

MS Learn

free tutorial

Transform data using notebooks in Microsoft Fabric

Use Fabric notebooks to transform data with Spark SQL and PySpark, connecting to lakehouses, warehouses, and other...

Fabric

intermediate

MS Learn

free tutorial

Transform data using Dataflows Gen2 in Microsoft Fabric

Apply low-code transformations using Power Query in Dataflows Gen2 to prepare analytical data for downstream consumption.

Fabric

intermediate

MS Learn

free tutorial

Close deals using AI agents in Dynamics 365 Sales

Configure AI agents in Dynamics 365 Sales to research opportunities and accelerate deal closure. Set up the Sales...

Dynamics 365 Dynamics Sales

intermediate

MS Learn

free tutorial

Configure workload identities and permissions for AI environments

Configure secure authentication and least-privilege permissions for workload identities in AI environments using...

Azure

intermediate

MS Learn

free course

Secure AI identity infrastructure with Microsoft Entra

Learn how to secure identities used by AI workloads in Azure. Build skills in workload identity architecture, access...

Entra

intermediate

MS Learn

free tutorial

Create an ontology with Fabric IQ

Learn how to create ontologies in Fabric IQ by building manually or generating from Power BI semantic models, then...

Fabric

intermediate

MS Learn

free tutorial

Introduction to data engineering on Azure

This module describes how Microsoft Azure provides a comprehensive platform for data engineering.

Azure

intermediate

MS Learn

free tutorial

Implement Microsoft Fabric Data Agents (chat with your data)

Fabric

intermediate

MS Learn

free tutorial

Get started with Copilot in Microsoft Fabric for data engineering

Get Started with Copilot in Microsoft Fabric for data engineering.

Fabric

intermediate

MS Learn

free tutorial

Manage Copilot in Microsoft Fabric

Manage to Copilot in Microsoft Fabric.

Fabric

intermediate

MS Learn

free course

Develop computer vision solutions with Microsoft Foundry

Learn how to develop computer vision solutions on Azure using Microsoft Foundry.

Foundry Tools Microsoft Foundry

intermediate

MS Learn

free tutorial

Create a knowledge mining solution with Azure AI Search

Unlock the hidden insights in your data with Azure AI Search.

Foundry Tools

intermediate

MS Learn

free course

Develop natural language solutions in Azure

Foundry Tools Microsoft Foundry

intermediate

MS Learn

free tutorial

Manage and optimize AI agent investments on Azure

Managing and optimizing AI agent investments on Azure is now more streamlined and powerful with the built-in...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Identify and Prioritize High-Impact AI Agent Use Cases

Uncover and evaluate AI agent use cases that deliver measurable business value with financial efficiency.

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Understand the key cost drivers of AI agents

Developing and deploying AI agents can unlock transformative capabilities for businesses, but it requires careful...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Implement best practices to empower AI agent efficiency and ensure long-term success

Learn how to implement best practices for AI agent workloads by leveraging frameworks like AI Center of Excellence,...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Architect scalable and cost-efficient AI agent solutions on Azure

This module guides learners through designing AI agent architectures that scale with business demand, provide deep...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Maximize cost efficiency by choosing the right AI agent development approach on Azure

Evaluate when to develop custom AI agents tailored to your needs and when to deploy prebuilt solutions from trusted...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free tutorial

Forecast the return on investment (ROI) of AI agents

AI agents are rapidly transforming how organizations operate, automating tasks, enhancing decision-making, and...

Microsoft Foundry Foundry Tools Azure Openai

intermediate

MS Learn

free course

Operationalize generative AI applications (GenAIOps)

Learn the full GenAIOps lifecycle for generative AI applications, from planning and prompt management to evaluation,...

Foundry Tools Microsoft Foundry Github

intermediate

MS Learn

free course

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

Foundry Tools Azure Machine Learning

intermediate

MS Learn

free course

Develop AI agents on Azure

Learn how to develop AI agents on Azure using the Microsoft Foundry Agent Service and Microsoft Agent Framework. AI-3026

Foundry Tools Microsoft Foundry

intermediate

MS Learn

free course

Manage Network Access for AI workloads

Strengthen your command over securing network access for AI workloads in Azure. This learning path is tailored for...

Foundry Tools Azure Machine Learning

intermediate

MS Learn

free course

Monitor AI workloads on Azure

Optimize your AI operations with the "Monitor AI Workloads on Azure" learning path. Through targeted modules, you...

Foundry Tools Azure Monitor Azure Log Analytics

intermediate

MS Learn

free course

AI workload governance and DLP

Master the art of safeguarding sensitive data and enforcing governance for AI workloads on Azure. This learning path...

Foundry Tools Azure Machine Learning

intermediate

MS Learn

free course

Manage Authentication, Authorization, and RBAC for AI workloads on Azure

Boost your expertise in securing Azure's AI solutions with this comprehensive learning path tailored for identity...

Foundry Tools Azure Machine Learning Entra Id

intermediate

MS Learn

free tutorial

Secure developer AI environments with Microsoft Purview

Microsoft Purview provides tools to secure developer AI environments by discovering apps, assessing data access, and...

M365 Microsoft Purview Entra

intermediate

MS Learn

free course

Operationalize machine learning models (MLOps)

Learn the full MLOps lifecycle for machine learning models, from experimentation and pipeline automation to CI/CD,...

Azure Machine Learning Github

intermediate

MS Learn

free tutorial

Choose data stores in Microsoft Fabric

Evaluate lakehouse, warehouse, and eventhouse options in Microsoft Fabric to select the appropriate analytical data...

Fabric

intermediate

MS Learn

free tutorial

Build your own AI copilot with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI

Build your own AI copilot with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI.

Azure Cosmos Db Azure Openai

intermediate

MS Learn

free tutorial

Create AI Builder prompts using your own Dataverse data

Learn how to create and use grounded prompts in AI Builder.

Power Platform Ai Builder Ms Copilot

intermediate

MS Learn

free course

Create machine learning models

Machine learning is the foundation for predictive modeling and artificial intelligence. Learn some of the core...

Azure Machine Learning

intermediate

MS Learn

free course

Manage application secrets and configuration for AI solutions

Learn how to manage application secrets and configuration for AI solutions on Azure using Azure Key Vault and Azure...

Azure Key Vault Azure App Configuration

intermediate

MS Learn

free course

Integrate backend services for AI solutions

Learn how to integrate backend services for AI solutions on Azure.

Azure Service Bus Azure Event Grid Azure Functions

intermediate

MS Learn

free tutorial

Understand identity architecture for AI workloads

Explore how Microsoft Entra ID defines who can deploy, invoke, and manage AI workloads in Azure through identity...

Azure Entra Id

intermediate

MS Learn

free tutorial

Use Azure AI Services for Language in a Microsoft Copilot Studio

This module describes the setup that’s required to use Azure AI Services for Language to enhance the capabilities of...

Ms Copilot

intermediate

MS Learn

free tutorial

Get started with generative AI in Azure Database for PostgreSQL

Use generative AI in Azure Database for PostgreSQL.

Azure Database Postgresql

intermediate