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In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) and fine-tuning. You will learn about Amazon Web Services (AWS) services that help store embeddings with…

Learn how to build, run, and tune tightly coupled HPC applications in Azure.

Units in this learning path:

• 1 Introduction
• 2 Selecting the Right Hpc Sku
• 3 Knowledge Selecting the Right Hpc Sku
• 4 Process Pinning Considerations
• 5 Exercise Find Correct Numa Mapping for Hpc Sku
• 6 Compilers and Numerical Libraries
• 7 Knowledge Selecting the Right Compiler and Numerical Libraries
• 8 Selecting the Right Mpi Library
• 9 Knowledge Selecting the Right Mpi Library
• 10 Summary

Products: Azure

Roles: Solution Architect, Developer, Student

Level: Intermediate

Subjects: Virtual Machine, Infrastructure

Duration: 44 minutes

In this course, you will learn how to take advantage of the cloud and evaluate scenarios for a full or hybrid move to a cloud solution. You will review cloud financial and operational aspects, including procurement and deployment. You will also…

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

Units in this learning path:

• Introduction
• Understand Agent Framework
• Understand Agent Orchestration
• Use Concurrent Orchestration
• Use Sequential Orchestration
• Use Group Chat Orchestration
• Use Handoff Orchestration
• Use Magentic Orchestration
• Exercise
• Knowledge Check
• Summary

Products: Foundry Tools

Roles: AI Engineer, Developer, Solution Architect, Student

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 73 minutes

Learn to orchestrate, configure, and extend AI-driven experiences in Dynamics 365 and Microsoft 365 Copilot for finance, supply chain, and customer service.

Units in this learning path:

• Introduction
• Design AI Solutions Dynamics 365 Apps Customer Experience Service
• Propose Microsoft 365 Agents Business Scenarios
• Orchestrate Configuration Microsoft 365 Copilot Sales Service
• Propose Microsoft Power Platform AI Features AI Hub
• Design Interoperability Finance Operations Agent Chats Sources
• Process Knowledge Sources Dynamics 365 Finance Supply Chain Management
• Orchestrate AI Features Dynamics 365 Apps Finance Supply Chain
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, M365, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio

Roles: Database Administrator, Developer, Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Generative AI, Data Analytics, Data Management, Data Engineering, Data Integration

Duration: 57 minutes

Orchestrate containers on Windows Server using Kubernetes

Units in this learning path:

• Introduction
• Define Orchestration
• Define Kubernetes
• Deploy Kubernetes Resources
• Create Kubernetes Cluster Windows
• Define Azure Arc
• Connect Azure Arc Enabled Kubernetes Cluster to Azure Arc
• Knowledge Check
• Summary

Products: Windows Server

Roles: Administrator, Solution Architect

Level: Intermediate

Subjects: Containers

Duration: 65 minutes

Orchestrate data movement and transformation in Azure Data Factory

Units in this learning path:

• Introduction
• Understand Control Flow
• Working Pipelines
• Debug Pipelines
• Adding Parameters Components
• Executing Packages
• Knowledge Check
• Summary

Products: Azure Data Factory

Roles: Data Engineer, Data Scientist

Level: Intermediate

Subjects: Data Analytics

Duration: 38 minutes

Use Data Factory pipelines in Microsoft Fabric

Units in this learning path:

• Introduction
• Understand Fabric Pipeline
• Copy Data
• Pipeline Templates
• Run Monitor Pipelines
• Exercise Pipelines
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Duration: 82 minutes

Explore the potential of the medallion architecture design in Microsoft Fabric. Organize and transform your data across Bronze, Silver, and Gold layers of a lakehouse for optimized analytics.

Units in this learning path:

• Introduction
• Describe Medallion Architecture
• Implement Medallion Archecture Fabric
• Query Report Data
• Secure Govern
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Architecture, Data Storage, Data Management

Duration: 71 minutes

Unlock the full potential of your inbox with the new Outlook. Learn how to organize your emails, making it easier to find important messages and stay on top of your communications. Learn how to use features like Focused Inbox, pinning messages, and creating categories to streamline your workflow. Additionally, discover advanced search techniques to quickly locate specific emails and conversations. By the end of this module, you are equipped with the tools and knowledge to manage your inbox like a pro.

Units in this learning path:

• Introduction
• Prioritize Incoming Mail
• Explore Other Ways Organize Your Inbox
• Find Messages
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, Ms Copilot, Office, Office 365, Office Outlook

Roles: Business User

Level: Beginner

Duration: 28 minutes

Learn to control the size and order of query results in PostgreSQL with the LIMIT, OFFSET, and ORDER BY clauses. Master pagination, sorting, and optimizing performance with these essential SQL tools.

Units in this learning path:

• Introduction
• Sample Database Overview
• Order by
• Limit Offset
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator, Developer

Level: Beginner

Subjects: Databases

Duration: 12 minutes

Learn about outbound warehouse operations.

Units in this learning path:

• Introduction
• Outbound Operations
• Warehouse Work
• Cluster Picking
• Packing Containerization
• Packing Containers Mobile App
• Transfer Orders Replenishment
• Exercise
• Check
• Summary

Products: Dynamics 365, Dynamics Scm

Roles: Functional Consultant, Business User, Administrator

Level: Intermediate

Subjects: Business Applications

Duration: 47 minutes