Securing SQL AI solutions

DP-800 · Secure, optimize and maintain SQL AI solutions · Updated

Microsoft Entra authentication, managed identity, row-level security, Always Encrypted, dynamic data masking and firewall rules for AI data in Azure SQL.

This lesson is part of full DP-800 access

The first 2 DP-800 lessons are free. Full access opens every lesson with its practice questions, and the exam-style DP-800 question bank.

In this lesson
  • Authentication
  • Network access
  • Data protection features
  • Least privilege for AI objects
  • Exam traps
  • Practice questions

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DP-800 course outline

All 7 lessons · Course overview
  1. The vector data type and similarity searchDesign SQL database solutions for AI Free
  2. Design choices - JSON, graph tables and partitioningDesign SQL database solutions for AI Free
  3. Generating embeddings with external modelsDevelop with SQL and AI features Full access
  4. Keeping embeddings in sync with change trackingDevelop with SQL and AI features Full access
  5. Hybrid search and RAG over SQL dataDevelop with SQL and AI features Full access
  6. Securing SQL AI solutionsSecure, optimize and maintain SQL AI solutions Full access
  7. Performance, blocking and CI/CD for SQL AISecure, optimize and maintain SQL AI solutions Full access