Azure CloudIntermediate
DP-800 SQL AI Developer Associate
5 (210 reviews) 245 students 4 Weeks Intermediate
Instructor
Category
Azure Cloud
Rating
5 (210)
Students
245
Language
English
Duration
4 Weeks
What you'll cover
1SQL Fundamentals for AI Development+
- Design and query relational databases
- Implement stored procedures, views, and functions
- Optimize SQL query performance with indexing
- Implement transaction management and concurrency
2Integrating AI with SQL+
- Implement AI functions within SQL databases
- Use vector search and vector indexes
- Generate and query embeddings from SQL data
- Build AI-powered data applications with SQL
3Working with Azure SQL and AI Services+
- Connect Azure SQL to Azure AI services
- Implement semantic search solutions
- Build retrieval-augmented generation (RAG) with SQL data
- Integrate Azure OpenAI with SQL databases
4Data Modeling for AI Applications+
- Design schemas for AI-driven applications
- Implement data validation and quality checks
- Manage unstructured and structured (JSON) data
- Design hybrid relational/vector data models
5Deployment and Optimization+
- Deploy AI-enabled SQL solutions to production
- Monitor and tune query and vector search performance
- Implement security best practices and data encryption
- Manage costs for AI-integrated SQL workloads