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Learn how to implement vector search in Azure Database for PostgreSQL using the pgvector extension for semantic search, recommendations, and RAG pipelines.

Units in this learning path:

• Introduction
• Store Query Embeddings Pgvector
• Perform Fast Vector Similarity Search
• Manage Index Lifecycle Embedding Updates
• Run Vector Similarity Search Semantic Retrieval
• Implement Retrieval Patterns Rag Pipelines
• Exercise Implement Vector Search
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Developer

Level: Intermediate

Subjects: Databases, Artificial Intelligence

Duration: 94 minutes

Learn how to implement vector storage and similarity search in Azure Managed Redis.

Units in this learning path:

• Introduction
• Index Query Vector Data
• Vector Types Index Strategy
• Optimize Redis Data Structure
• Exercise Semantic Search Azure Managed Redis
• Module Assessment
• Summary

Products: Azure Managed Redis

Roles: Developer

Level: Intermediate

Subjects: Cache, Artificial Intelligence, Data Integration

Duration: 80 minutes

Learn how organizations should choose to implement security and governance.

Units in this learning path:

• 1 Introduction
• 2 Prerequisites
• 3 Default
• 4 Implement
• 5 Customer Experience
• 6 Directional Data
• 8 Http
• 9 Exercise
• 10 Check
• 11 Summary

Products: Power Automate, Power Platform, Power Apps

Roles: Administrator, Functional Consultant

Level: Intermediate

Subjects: Data Management

Duration: 54 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your learning journey. This course teaches you…

Discover the basics of using solutions with cloud flows, including manual and automated options, benefits, and import/export procedures.

Units in this learning path:

• Introduction
• Connection References
• Environment Variable Basics
• Transport Solutions
• Exercise
• Check
• Summary

Products: Power Platform, Power Automate, Dataverse

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Data Management

Duration: 48 minutes

Follow exercises to learn to import custom visuals and add bookmarks to a report.

Units in this learning path:

• Introduction
• Exercise Import
• Exercise Add Bookmarks
• Check
• Summary

Products: Power Bi

Roles: Business User, Business Analyst, Data Analyst

Level: Beginner

Subjects: Business Applications

Duration: 18 minutes

This module explains how to import data from a text file, CSV file, XML file, and JavaScript Object Notation (JSON) file.

Units in this learning path:

• Introduction
• Use Get Content Command Scripts
• Use Import Csv Cmdlet Scripts
• Use Import Clixml Cmdlet Scripts
• Use Convertfrom Json Cmdlet Scripts
• Knowledge Check
• Summary

Products: Azure, Entra Id, Azure Cloud Shell, Azure Powershell, Azure Virtual Machines, M365

Roles: Administrator

Level: Intermediate

Subjects: Architecture, Storage, Virtual Machine

Duration: 28 minutes

Learn how to improve Azure NetApp Files performance for your EDA and HPC applications by using best practices.

Units in this learning path:

• Introduction
• Overall Performance Suggestions
• List Performance Tips
• Benchmarking Results
• Knowledge Check
• Summary

Products: Azure, Azure Netapp Files

Roles: Administrator, Functional Consultant, Solution Architect, Student, Technology Manager

Level: Intermediate

Subjects: Cloud Computing, Virtual Machine, Storage

Duration: 22 minutes

In this course, you will learn how to improve the quality of your code and strengthen your current DevOps practices by using Amazon CodeGuru Reviewer. You will also learn how to integrate CodeGuru Reviewer into development workflows to enhance…

Integrate applications from SAP with the Microsoft 365 applications. Enable productivity and collaboration in "SAP Sales and Service Core" Teams app to support sales by building Power Automate flows.

Units in this learning path:

• Introduction
• Enable Teams for Sap Sales Cloud
• Monitor Inbox for Sap Order Details
• Embed Order Details Into Cards Share Teams
• Submit Confirmed Pos Sap
• Knowledge Check
• Summary

Products: Azure, Office Teams, Power Apps, Power Automate

Roles: Administrator, Business User, Functional Consultant, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Business Applications, Collaboration, Marketing Sales, Productivity

Duration: 38 minutes

Do you want to bring AI to your business to improve your business performance? AI Builder offers a wide array of AI capabilities, such as text recognition and object detection. This learning path guides you through each use case, the creation of the models, and how to use them.

Modules in this learning path:

• Get Started with Form Processing
• Get Started with AI Builder Text Recognition
• Get Started with AI Builder Sentiment Analysis
• Get Started with AI Business Card Reader
• Get Started with AI Builder Object Detection
• Get Started with AI Builder Language Detection
• Get Started with AI Builder Key Phrase Extraction
• AI Builder Power Automate
• AI Builder Receipt Processing

Products: AI Builder

Roles: Maker, Business User

Level: Beginner

Subjects: Artificial Intelligence

Duration: 265 minutes

Learn how to identify performance bottlenecks in code and how to optimize code for better performance by using GitHub Copilot in Visual Studio Code.

Units in this learning path:

• Introduction
• Examine Performance Profiling Code Efficiency
• Write Efficient Readable Code
• Measure Code Performance Establish Baselines
• Identify Bottlenecks Github Copilot Ask
• Refactor Low Performance Code Github Copilot Agent
• Exercise Implement Performance Profiling Github Copilot
• Knowledge Check
• Summary

Products: Github, Vs Code

Roles: Developer

Level: Intermediate

Subjects: App Development, Productivity

Duration: 73 minutes