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Optimize query performance in Azure DocumentDB by building effective indexing strategies. Create single-field, compound, multi-key, and specialized indexes. To maintain performance at scale, analyze query execution with the explain() command and monitor index health.

Units in this learning path:

• Introduction
• Understand How Indexes Work
• Create Single Field Compound Indexes
• Work Multi Key Specialized Index
• Analyze Query Performance Explain
• Monitor Optimize Indexes
• Exercise Build Indexing Strategy
• Knowledge Check
• Summary

Products: Azure Documentdb

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 83 minutes

Diagnose and fix semantic model and report performance issues. Use Performance analyzer to identify bottlenecks, optimize DAX calculations, reduce cardinality, and implement aggregations to improve query speed.

Units in this learning path:

• Introduction
• Performance Analyzer
• Optimize Dax
• Reduce Cardinality
• Implement Aggregations
• Troubleshoot
• Exercise
• Knowledge Check
• Summary

Products: Fabric, Power Bi

Roles: Data Analyst

Level: Advanced

Subjects: Data Analytics, Data Modeling

Duration: 78 minutes

Learn how to configure workforce management in Dynamics 365 Contact Center to forecast demand, plan shifts, schedule representatives, and integrate with third-party solutions.

Units in this learning path:

• Introduction
• Explore Workforce Management Capabilities
• Configure Forecasting
• Configure Shift Management Scheduling
• Integrate Third Party
• Knowledge Check
• Summary

Products: Dynamics Contact Center, Dynamics 365

Roles: Functional Consultant, Administrator

Level: Intermediate

Subjects: Customer Relationship Management

Duration: 42 minutes

Azure Database for PostgreSQL uses vacuum and autovacuum to remove rows that have been marked as soft-deleted after an update or deletion.

Units in this learning path:

• Introduction
• Explain Purpose Vacuum Autovacuum
• Configure Autovacuum Server Parameters
• Exercise Configure Autovacuum Server Parameters
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator

Level: Intermediate

Subjects: Databases

Duration: 24 minutes

Tune pgvector configuration, select vector indexes, design efficient data layouts, and scale Azure Database for PostgreSQL for high-performance AI workloads.

Units in this learning path:

• Introduction
• Tune Postgresql Pgvector
• Choose Configure Vector Indexes
• Optimize Data Layout
• Scale High Volume Workloads
• Connection Optimization
• Exercise Optimize Vector Search
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Developer

Level: Intermediate

Subjects: Databases, Artificial Intelligence

Duration: 111 minutes

This module introduces ways to use the Xbox app and Windows gaming features to optimize your PC gaming experience across several types of features.

Units in this learning path:

• Introduction
• Xbox App Gaming Hub
• Exercise Consolidate Games
• Performance Gaming Features
• How to Use Exercise
• Knowledge Check
• Summary

Products: Windows 11

Roles: Business User, Student

Level: Beginner

Duration: 22 minutes

Learn how to optimize your business process with the process advisor capability in Microsoft Power Automate.

Units in this learning path:

• 1 Introduction
• 2 Get Familiar
• 3 Create Recording
• 4 Edit Recordings Group Actions
• 5 Analyze Recordings Interpret Results
• 6 Automation Recommendations
• 7 Check
• 8 Summary

Products: Power Platform, Power Automate

Roles: Maker, Business User

Level: Beginner

Subjects: Process Workflow

Duration: 26 minutes

Optimizing Costs for Microsoft Workloads on AWS teaches Developers, Solutions Architects, IT managers, and DevOps Engineers how to determine the right cost optimization techniques and tools to achieve lower costs and better performance for…

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