Data Science & AI – Browse Learning Resources – Learning Resource Hub

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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

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

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

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

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

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

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

Solution architect series: Explore Microsoft Copilot Studio

Learn how Microsoft Copilot Studio is used in solutions.

Ms Copilot Dataverse

Solution Architect series: Evaluate Power Platform analytics and AI

Learn about reporting and analytics in Microsoft Power Platform.

Power Apps Power Automate Power Platform

Design AI agents for business solutions

Learn to design AI agents tailored to business needs using Dynamics 365 and Copilot. Explore Responsible AI, custom...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Design responsible AI security, governance, risk management, and compliance

Learn to design secure, governed, and compliant AI systems that align with organizational policies and Responsible...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Train deep learning models in Azure Databricks

Learn how to use deep learning libraries like PyTorch in Azure Databricks, and to distribute training by using...

Azure Databricks

Optimize semantic model performance

Diagnose and fix semantic model and report performance issues. Use Performance analyzer to identify bottlenecks,...

Fabric Power Bi

Prepare the semantic layer for AI in Microsoft Fabric

Learn to design gold layers, configure Prep for AI features, and connect semantic models to enterprise ontology with...

Fabric Power Bi

Architect AI solutions for business productivity

Learn how to design AI-powered business solutions using agents, generative AI, and Microsoft Copilot to enhance...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Monitor, analyze, and tune AI agents

Learn to monitor, analyze, and tune AI agents for reliability, performance, and continuous improvement in enterprise...

Microsoft 365 Copilot M365 Microsoft 365 Copilot Chat

Design extensibility of AI solutions

Learn to design scalable, secure, and customizable AI solutions using Microsoft platforms. Explore extensibility...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Evaluate costs and benefits of AI solutions

Learn to assess costs and benefits of AI solutions. Develop ROI analyses, evaluate TCO, and decide to build, buy, or...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Introduction to agentic AI business solutions

Learn how to align AI solutions with business goals, scale AI adoption, and use Microsoft AI technologies for...

Microsoft 365 Copilot Microsoft 365 Copilot Chat Power Platform

Train and evaluate deep learning models

Train and evaluate deep learning models

Get tips and tricks for teaching DP-100: Designing and implementing a data science solution on Azure

Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce...

Prepare to teach DP-100 Designing and Implementing a Data Science Solution on Azure

Learn about the Microsoft Learn for Educators program and how to best deliver content to your students. Prepare to...

Get tips and tricks for teaching DP-203: Microsoft Azure Data Engineering in academic programs

Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce...

Get tips and tricks for teaching AI-102 Designing and Implementing a Microsoft Azure AI Solution

Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce...

Prepare to teach DP-203: Microsoft Azure Data Engineering

Learn about the Microsoft Learn for Educators program and how to best deliver its content to your students. Prepare...

Prepare to teach AI-102 Designing and Implementing a Microsoft Azure AI Solution in the classroom

Prepare to teach AI-102 Designing and Implementing a Microsoft Azure AI Solution in the classroom

Data Science & AI Learning Resources — Free and Paid Courses, Tutorials, Books, and Videos

This page lists 26 Data Science & AI learning resources aggregated from MIT OpenCourseWare, Coursera, Khan Academy, edX, Microsoft Learn, OpenStax, Open Yale Courses, freeCodeCamp, Wikibooks, Pluralsight, and curated sources. Resources can be filtered by difficulty level (beginner, intermediate, advanced) and price, and drilled into by specific topic.