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Microsoft

Explore SQL Server 2025 capabilities

Microsoft via Microsoft Learn

Overview

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  • Learn about SQL Server 2025's new capabilities including AI integration, analytics improvements, developer features, and performance enhancements.

    By the end of this module, you're able to:

    • Implement AI capabilities and vector search in SQL Server 2025.
    • Configure Microsoft Fabric mirroring and analytics features.
    • Use new developer tools including JSON, REST APIs, and RegEx.
    • Optimize performance with intelligent query processing.
    • Apply security enhancements and scalability features.
  • Build AI-powered solutions using SQL Server 2025

    In this module, you'll:

    • Understand the AI-ready evolution of SQL Server 2025, including vector data types, embeddings, and Retrieval Augmented Generation (RAG).
    • Implement vector data types and perform semantic search using VECTOR_DISTANCE and VECTOR_SEARCH functions.
    • Integrate AI models securely with SQL Server using CREATE EXTERNAL MODEL, managed identities, and Azure OpenAI.
    • Build RAG applications using T-SQL, LangChain, and Semantic Kernel frameworks.
    • Develop intelligent applications with Change Event Streaming, conversational AI, and Microsoft Fabric integration.
    • Use Microsoft Copilot in SQL Server Management Studio for AI-assisted database development.
  • This module helps users understand the hybrid data platform capabilities of SQL Server 2025.

    In this module, you'll be able to:

    • Discover best practices for disaster recovery and extended capabilities
    • Describe how Azure Arc-enabled SQL Server works for centralized management
    • Understand how to implement near real-time analytics with mirroring in Microsoft Fabric
    • Explain enhanced security features including Microsoft Entra authentication and managed identity support
  • Learn about data virtualization, how to use Polybase to access and query external data, and enhanced Polybase features in SQL Server 2025.

    After you complete this module you:

    • Understand the benefits and principles of data virtualization.
    • Know what PolyBase is and how to use its capabilities.
    • Are familiar with object storage solutions and SQL Server 2025 support for S3-compatible object storage.
    • Know how to install and configure PolyBase on SQL Server 2025.
    • Know how to access and query external data by using PolyBase in SQL Server 2025.
  • Explore the new T-SQL enhancements in SQL Server 2025, including AI integration, pattern matching, JSON aggregation, and more.

    This module covers:

    • Vector and AI integration
    • Pattern matching and text extraction
    • JSON and string aggregation
    • Encoding and similarity functions
    • Date and numeric enhancements

Syllabus

  • Get started with SQL Server 2025
    • Introduction
    • Deployment options, licensing, and feature differences
    • Explore AI-powered capabilities for modern data solutions
    • Unlock advanced analytics capabilities for your organization
    • Elevate developer productivity with tools and integrated services
    • Maximize performance to drive speed and efficiency
    • Secure and scale modern applications
    • Knowledge check
    • Summary
  • Build AI-powered solutions using SQL Server 2025
    • Introduction
    • Use GitHub Copilot in SQL Server Management Studio
    • Implement vector data types and vector search
    • Integrate AI models and external services securely
    • Build retrieval augmented generation applications
    • Develop intelligent applications with AI frameworks
    • Module assessment
    • Summary
  • Understand hybrid data platform on SQL Server 2025
    • Introduction
    • Ensure business continuity with Azure SQL Managed Instance
    • Simplify management with Azure Arc-enabled SQL Server
    • Understand mirroring in Microsoft Fabric
    • Secure with Microsoft Entra authentication
    • Knowledge check
    • Summary
  • Introduction to SQL Server 2025 data virtualization
    • Introduction
    • Introduction to PolyBase
    • PolyBase credentials and data sources
    • Exercise - Use PolyBase to query a Parquet file
    • Exercise - Create an external table from a database in Azure SQL Database
    • CREATE EXTERNAL TABLE AS SELECT (CETAS)
    • Exercise - CREATE EXTERNAL TABLE AS SELECT
    • Module assessment
    • Summary
  • Transform development workflows with T-SQL in SQL Server 2025
    • Introduction
    • AI and vector integration
    • Pattern matching and text extraction
    • JSON and string aggregation
    • Encoding and similarity functions
    • Date and numeric enhancements
    • Module assessment
    • Summary

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