Data Science & AI

30 resources

MS Learn
free tutorial
Curate and control agents with the Agent Registry and Agent 365 tools
Govern what agents can invoke using Agent 365 tools, including MCP servers, and curate the ongoing agent estate...
M365 M365 Admin Center
advanced
MS Learn
free course
Dragon Copilot (physicians) practical application exercises
This program gives Dragon Copilot users a set of practical application exercises to use as they get up to speed on...
Mscloud Healthcare
advanced
MS Learn
free tutorial
Prepare semantic models for AI in Power BI and Microsoft Fabric
Design gold layers, semantic models, and documentation that enable Copilot, data agents, and enterprise ontologies...
Fabric Power Bi
advanced
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
free tutorial
Access Microsoft Sustainability Manager data
Access sustainability data through Microsoft Dataverse API, build an Azure Data Factory pipeline, and query data...
Mscloud Sustainability Industry Solutions
advanced
MS Learn
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Transform data by implementing pivot, unpivot, rollup, and cube
This content is a part of Transform data by implementing pivot, unpivot, rollup, and cube.
Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines
advanced
MS Learn
free tutorial
Optimize multi-agent performance and cost in Microsoft Foundry
Optimize multi-agent performance and cost in Microsoft Foundry. Design model routing strategies across agent...
Azure Microsoft Foundry
advanced
MS Learn
free tutorial
Design evaluation frameworks for multi-agent solutions with Microsoft Foundry
Design evaluation frameworks for production multi-agent AI solutions using Microsoft Foundry. Define success metrics...
Azure Microsoft Foundry
advanced
MS Learn
free tutorial
Govern the enterprise agent lifecycle in Microsoft Foundry
Govern the enterprise agent lifecycle in Microsoft Foundry. Design agent versioning strategies and approval...
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
Ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric
Learn how to ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric.
Industry Solutions Mscloud Healthcare
advanced
MS Learn
free tutorial
Build enterprise-grade tool ecosystems with MCP and Microsoft Foundry
Build enterprise-grade tool ecosystems for production multi-agent systems with the Model Context Protocol (MCP) and...
Azure Microsoft Foundry Foundry Agent Service
advanced
MS Learn
free tutorial
Implement advanced multi-agent orchestration patterns in Microsoft Foundry
Implement advanced multi-agent orchestration patterns in Microsoft Foundry. Design hub-and-spoke coordination with...
Azure Microsoft Foundry Foundry Agent Service
advanced
MS Learn
free tutorial
Apply task decomposition and agent collaboration strategies in Microsoft Foundry
Apply advanced task decomposition strategies in Microsoft Foundry multi-agent systems. Design prompt chaining...
Azure Microsoft Foundry Foundry Agent Service
advanced
MS Learn
free tutorial
Design stateful agentic loops with Microsoft Foundry agent service
Design production-grade stateful agentic loops with Microsoft Foundry Agent Service. Implement run-status handling...
Azure Microsoft Foundry Foundry Agent Service
advanced
MS Learn
free tutorial
Integrate agents with external systems via MCP in Microsoft Copilot Studio
Connect your Copilot Studio agent to Model Context Protocol (MCP) servers to access standardized tools and...
Power Platform
advanced
MS Learn
free tutorial
Design a data storage solution for non-relational data
Azure Architect's design and recommend non-relational data storage solutions.
Azure Blob Storage Azure Disk Storage Azure Storage
advanced
MS Learn
free tutorial
Design a data storage solution for relational data
Azure Architects design and recommend relational data storage solutions.
Azure Cosmos Db Azure Sql Database Azure Sql Managed Instance
advanced
MS Learn
free tutorial
Design data integration
Azure Architects design and recommend data integration solutions.
Azure Azure Blob Storage Azure Data Factory
advanced
MS Learn
free tutorial
Manage application configuration data
Learn externalized configuration patterns, Azure App Configuration implementation, Key Vault integration, and...
Azure Azure Artifacts Azure Boards
advanced
MS Learn
free tutorial
Design processes to automate application analytics
Learn to design automated application analytics processes using Azure Application Insights, telemetry integration,...
Azure Azure Artifacts Azure Boards
advanced
MS Learn
free tutorial
Develop monitor and status dashboards
Learn to create comprehensive monitoring dashboards using Azure Dashboards, Azure Monitor Workbooks, Power BI, and...
Azure Azure Artifacts Azure Boards
advanced
MS Learn
free tutorial
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
advanced
MS Learn
free tutorial
Build your custom Agent using Microsoft 365 Agents SDK
By the end of this module, you're able to build your custom engine Agent using Microsoft 365 SDK.
Office Teams
advanced
MS Learn
free tutorial
Understand Microsoft 365 Agents SDK
By the end of this module, you are able to classify the uses of the Microsoft 365 Agents SDK suitable for your...
Office Teams
advanced
MS Learn
free course
Build Custom Engine Agents with the Microsoft 365 Agents SDK
Build Custom Engine Agents with the Microsoft 365 Agents SDK for your business needs.
Office Teams
advanced
MS Learn
free tutorial
Train and evaluate deep learning models
Train and evaluate deep learning models
Azure
advanced
MS Learn
free tutorial
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...
Azure
advanced
MS Learn
free tutorial
Get tips and tricks for teaching PL-300: Microsoft Power BI Data Analyst in academic programs
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce...
Azure
advanced
MS Learn
free course
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
Azure
advanced