AI in the Database: Vectors, Embeddings and Intelligent Apps
Vector data types, embeddings, vector search and model integration in SQL databases, the AI domain of DP-800.
MSAZ-301 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · Microsoft Certification Prep
Course content
- 1AI capabilities in modern SQL enginesComing
- 2The vector data typeComing
- 3Generating embeddingsComing
- 4Calling AI models from T-SQLComing
- 5Vector distance functionsComing
- 6Vector indexes and approximate searchComing
- 7Hybrid search with full-text and vectorsComing
- 8Retrieval-augmented generation from SQL dataComing
- 9Natural language to SQLComing
- 10Securing AI features in the databaseComing
- 11Performance and cost of AI featuresComing
- 12An intelligent app case studyComing
Requirements
Recommended background. You can start any course at any time.
Description
Vector data types, embeddings, vector search and model integration in SQL databases, the AI domain of DP-800.