Data Science & AI – Browse Learning Resources

MS Learn

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Maximize the Cost Efficiency of AI Agents on Azure

Maximize the ROI of AI agent investments by making cost-conscious, informed decisions at every stage. This learning...

Azure Microsoft Foundry Azure Monitor

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MS Learn

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Get started using Foundry on Windows: AI Dev Gallery (Preview)

In this module, you'll use AI Dev Gallery (Preview) to explore, run, and demonstrate local AI experiences on a...

Windows 11

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MS Learn

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Transform business workflows with generative AI

This learning path enables students to use Microsoft 365 Copilot and generative AI to simplify tasks, boost...

M365 Office 365 Office Excel

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MS Learn

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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

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MS Learn

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Work smarter with AI

Get more done and unleash your creativity with Microsoft Copilot.

Ms Copilot

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MS Learn

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Transform service delivery with AI in Dynamics 365

See how AI transforms each stage of the customer service journey.

Dynamics 365 Dynamics Customer Service

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MS Learn

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What is generative AI?

Learn about Generative AI - a technology that uses machine learning models to generate new content, ideas, or...

Microsoft 365 Copilot

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MS Learn

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Get started with Microsoft AI models

Explore Microsoft AI models for reasoning, code generation, speech, transcription, and image generation.

Foundry Models

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MS Learn

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Add an AI model to process invoice forms - Online workshop

Learn how to add an AI model to process invoice forms.

Power Platform Power Apps

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MS Learn

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Optimize model training with Azure Machine Learning

Learn how to optimize model training in Azure Machine Learning by using scripts, jobs, components and pipelines.

Azure Machine Learning

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MS Learn

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Design a machine learning operations solution (MLOps)

Choose this module if you want to design an MLOps architecture for monitoring and retraining production models.

Azure Machine Learning

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MS Learn

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Perform hyperparameter tuning with Azure Machine Learning

Choose this module if you want to optimize model training by tuning hyperparameters with sweep jobs in Azure Machine...

Azure Machine Learning

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MS Learn

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Automate model training with GitHub Actions

Choose this module if you want to automate and validate model training with GitHub Actions and Azure Machine...

Azure Machine Learning Github

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MS Learn

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Get started with machine learning in Azure

Choose this module if you want to design a machine learning training solution and select Azure Machine Learning...

Azure Machine Learning

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MS Learn

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Run training scripts and track models with MLflow in Azure Machine Learning

Choose this module if you want to convert notebooks to training scripts, run command jobs, and track models with MLflow.

Azure Machine Learning

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MS Learn

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Run pipelines in Azure Machine Learning

Choose this module if you want to automate multistep machine learning workflows with reusable components and Azure...

Azure Machine Learning

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MS Learn

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Get started with data science in Microsoft Fabric

Get started with data science in Microsoft Fabric by learning how to train a model in a notebook, and track your...

Fabric

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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

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MS Learn

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Turn information into decisions with AI agents

Learn how to use AI agents including the Researcher, Analyst, and Idea Coach agents in Microsoft Copilot to gather...

Microsoft 365 Copilot

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MS Learn

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Understand AI agents and prompting

Learn about what AI Agents are and when to use them in every day tasks. Understand how to optimize your prompt to...

Microsoft 365 Copilot

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MS Learn

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Use AI for everyday tasks

In this module, you dive into the fascinating world of generative AI and discover how it can simplify your daily...

Ms Copilot

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MS Learn

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Explore the analytics process that turns data into insights

When a business question isn't getting the right answer, the problem is usually the approach. Understand the...

Power Bi Fabric

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MS Learn

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Introduction to natural language processing concepts

Natural language processing (NLP) supports applications that can analyze text to infer semantic meaning.

Microsoft Foundry

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MS Learn

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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

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MS Learn

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Delegate work with AI

This learning path shows you how to delegate multistep work to Copilot Cowork, apply it to your everyday workflows,...

Microsoft 365 Copilot M365 M365 Apps

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MS Learn

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Introduction to AI agent orchestration patterns

Learn about the fundamental orchestration patterns for multi-agent architectures.

Azure

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MS Learn

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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

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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

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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

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MS Learn

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Prevent data exfiltration from Azure AI Workloads

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

Azure

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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

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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

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Introduction to AI Landing Zones

Introduction to using Azure landing zones with AI workloads

Azure

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MS Learn

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Restrict Azure Machine Learning workspace network traffic

Overview of planning and securing Azure Machine Learning networking

Azure

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MS Learn

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Govern AI services with Azure Policy

Learn how to govern AI services using Azure Policy.

Azure

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MS Learn

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Introduction to Azure Machine Learning monitoring

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

Azure

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MS Learn

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Introduction to Azure Machine Learning authentication and authorization

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

Azure Machine Learning

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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

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MS Learn

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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

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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

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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

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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

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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

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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

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MS Learn

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Design a dream destination with AI

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

Ms Copilot

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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

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MS Learn

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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

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MS Learn

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Scale AI in your organization

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

Azure M365

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MS Learn

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Create business value with AI

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

Azure M365

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MS Learn

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Leverage AI tools and resources for your business

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

Azure Microsoft 365 Copilot

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MS Learn

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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

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MS Learn

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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

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MS Learn

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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

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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

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MS Learn

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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

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MS Learn

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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

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MS Learn

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Get started with generative AI and agents in Azure

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

Microsoft Foundry

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MS Learn

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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

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MS Learn

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Access and prepare data for Power BI Desktop - Online workshop

Learn to access and prepare data for Power BI Desktop.

Power Bi

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MS Learn

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Data visualization and reports in Power BI - Online workshop

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

Power Bi

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MS Learn

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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

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MS Learn

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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

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MS Learn

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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

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MS Learn

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Explore Microsoft Agent 365

Learn how to use Microsoft Agent 365.

Agent 365 Ms Copilot

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MS Learn

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Describe the data compliance solutions of Microsoft Purview

Describe the data compliance solutions of Microsoft Purview.

Microsoft Purview

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MS Learn

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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

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MS Learn

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Implement Real-Time Intelligence with Microsoft Fabric

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

Fabric

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MS Learn

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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

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MS Learn

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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

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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

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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

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MS Learn

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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

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MS Learn

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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

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MS Learn

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Get started with AI Builder prediction

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

Power Platform Power Apps

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MS Learn

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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

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MS Learn

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Introduction to computer vision with TensorFlow

Learn how to perform different computer vision tasks using TensorFlow.

Azure Machine Learning

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MS Learn

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Add Azure AI services to your mixed reality project

This course explores the use of Azure speech services by integrating to a hololens2 application. You can also deploy...

Windows Windows Mixed Reality Mrtk

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MS Learn

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Make your agent autonomous in Copilot Studio - Online workshop

Learn how to customize your agent with triggers that enable the agent to function autonomously.

Ms Copilot

beginner

MS Learn

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Introduction to building copilots for startups

In the rapidly advancing landscape of generative AI, the technology behind copilots continues to evolve....

Azure Bot Service Foundry Tools Azure Machine Learning

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MS Learn

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Use AI for nonprofit role-based tasks, tools, and workflows

Learn to identify tasks at nonprofits that are suitable for AI and require human insight, context, and values.

Ms Copilot

beginner

MS Learn

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AI foundations for nonprofits

This module introduces foundational AI concepts and key terminology, providing a baseline for all subsequent learning.

Ms Copilot

beginner

MS Learn

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Explore mission-driven AI examples for nonprofits

Explore AI examples in nonprofits and discover how organizations use AI to support mission-driven work. Learn best...

Ms Copilot

beginner

MS Learn

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Dashboard in a Day - Online workshop

Learn how to create your first dashboard in Power BI.

Power Bi Power Platform

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MS Learn

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Secure data access in Microsoft Fabric

Implement workspace roles, item permissions, and OneLake security roles to control data access in Microsoft Fabric.

Fabric

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MS Learn

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Introduction to the AI Center of Excellence

Learn how an AI Center of Excellence guides responsible AI adoption by setting strategy, governance guardrails,...

Azure

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MS Learn

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Introduction to Microsoft Azure Data analytics in Azure

Azure Fabric Power Bi

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MS Learn

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Get started with AI-first solutions in Microsoft Power Platform

Establish the AI-first mindset and foundational skills you need to build intelligent Power Platform solutions. Learn...

Power Platform Ai Builder

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MS Learn

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Automate and extend your solutions with AI in Microsoft Power Automate

Wire your Power Platform solutions with intelligent automation and generative AI capabilities. Create event-driven...

Power Platform Power Automate Dataverse

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MS Learn

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Manage and design with AI

Educators learn where AI fits, doesn't fit, and checkpoints to keep responsibility visible using an AI use rubric,...

M365 Education Ms Copilot

beginner

MS Learn

free course

Create and engage with AI

Educators use AI as creative partners maintaining critical judgment and responsible practice using guided...

M365 Education Ms Copilot

beginner

MS Learn

free tutorial

Apply responsible AI creation principles in the classroom, developed in partnership with ISTE+ASCD

Learn to model responsible AI practice, protect learners and communities, and make thoughtful decisions about when...

Ms Copilot Office Onenote

beginner

MS Learn

free course

Introduction to AI literacy

Using the Empowering Learners for the Age of AI framework educators learn to understand what AI does, make...

M365 Education Ms Copilot

beginner

MS Learn

free course

Dragon Copilot AI Ambassador - Champion level

Learn how to use Dragon Copilot to capture, review, and refine clinical documentation using ambient recording,...

Mscloud Healthcare

beginner

MS Learn

free tutorial

Understand the AI Literacy Framework, in partnership with ISTE+ASCD

Apply the AILit Framework to school scenarios, identifying decision domains, forming domain-first questions, and...

Ms Copilot Office Onenote

beginner

MS Learn

free tutorial

Query a data warehouse in Microsoft Fabric

Learn to query a Microsoft Fabric data warehouse using the SQL query editor, visual query editor, and SQL Server...

Fabric

beginner

MS Learn

free tutorial

Plan and prepare to develop AI solutions on Azure

Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Proper...

Foundry Tools Microsoft Foundry

beginner

MS Learn

free tutorial

Develop a generative AI chat app with Microsoft Foundry

Use Microsoft Foundry to develop generative AI chat applications with projects and the Responses API.

Microsoft Foundry

beginner

MS Learn

free tutorial

Develop generative AI apps that use tools

Tools enable models to perform tasks and interact with external systems, enabling them to extend their capabilities...

Microsoft Foundry

beginner

MS Learn

free tutorial

Secure on-device AI with Copilot+ PCs

Learn how Copilot+ PCs integrate hardware-backed security, Windows 11 Pro protections, and on-device AI processing...

Windows 11

beginner

MS Learn

free tutorial

Manage AI thoughtfully, developed in partnership with ISTE+ASCD

Learn how AI generates text, why outputs sound confident but miss key context, and how clear prompts use purpose,...

Ms Copilot Office Onenote

beginner

MS Learn

free course

Extend Dynamics 365 Sales with AI and Power Platform tools

Learn how to enhance Dynamics 365 Sales with AI tools and Power Platform capabilities, including mobile apps,...

Dynamics 365 Dynamics Sales Power Platform

beginner

MS Learn

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Generate and qualify leads using AI in Dynamics 365 Sales

Learn how to configure lead management, automate lead qualification, and leverage AI-powered tools in Dynamics 365...

Dynamics 365 Dynamics Sales

beginner

MS Learn

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Build a reflective AI practice over time

Educators learn to use AI responsibly by building accurate mental models and a simple reflection routine.

Ms Copilot

beginner

MS Learn

free course

Explore analytics data stores in Microsoft Fabric

Understand how Microsoft Fabric unifies analytics storage through OneLake, and evaluate when to use lakehouses,...

Fabric

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MS Learn

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Explore concepts of data analytics

This content is a part of Explore concepts of data analytics.

Azure

beginner

MS Learn

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Get started with data analytics

This content is a part of Get started with data analytics.

Office Excel Sql Server

beginner

MS Learn

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Explore on-device AI and NPU capabilities in Copilot+ PCs

Explore how Copilot+ PCs use on-device AI, a dedicated Neural Processing Unit (NPU), and Windows 11 Pro to deliver...

Windows 11

beginner

MS Learn

free course

TensorFlow fundamentals

Learn the fundamentals of deep learning with TensorFlow! This beginner friendly learning path will introduce key...

Azure Machine Learning

beginner

MS Learn

free tutorial

Introduction to audio classification with TensorFlow

Learn how to prepare audio data, create spectrograms, and build a TensorFlow keyword classification model.

Azure Machine Learning

beginner

MS Learn

free tutorial

Implement generative AI guardrails with Azure AI Content Safety

Learn how to implement generative AI guardrails with Azure AI Content Safety.

Azure

beginner

MS Learn

free tutorial

Introduction to AI concepts

Curious about artificial intelligence? Want to understand what the buzz is about? This module introduces you to the...

Ms Copilot

beginner

MS Learn

free tutorial

Evaluating generative AI applications

Learn the fundamental concepts of evaluating generative AI applications.

Azure

beginner

MS Learn

free tutorial

Measure and mitigate risks for a generative AI app in Azure AI Foundry

Learn how to measure and mitigate risks for a generative AI app leveraging responsible AI tools and features within...

Azure

beginner

MS Learn

free tutorial

Implement generative AI guardrails in Azure AI Foundry

Learn how to choose and configure generative AI guardrails in Azure AI Foundry.

Azure

beginner

MS Learn

free tutorial

Visualize ontology data with Microsoft Fabric IQ

Learn how to explore entity instances, visualize entity connections in the relationship graph, and filter ontology...

Fabric

beginner

MS Learn

free tutorial

Build a Fabric data agent with an ontology

Learn how to create a Fabric data agent that uses a Microsoft Fabric IQ ontology as its data source, configure agent...

Fabric

beginner

MS Learn

free tutorial

Microsoft Education technology and AI learning concepts

Explore foundational concepts for Microsoft education technology and AI-powered learning. Learn how institutions...

M365 Education

beginner

MS Learn

free course

AI for nonprofits by Microsoft Elevate and NetHope

Nonprofits integrate AI into daily workflows while upholding ethical standards in alignment with their values while...

Ms Copilot

beginner

MS Learn

free tutorial

Introduction to natural language processing with TensorFlow

In this module, we explore different neural network architectures for processing natural language texts.

Azure Machine Learning

beginner

MS Learn

free tutorial

Introduction to machine learning concepts

Machine learning is the basis for most modern artificial intelligence solutions. A familiarity with the core...

Azure Machine Learning

beginner