What you'll be able to do:
- •Apply a decision-driven framework to make informed architectural choices for vector database applications
- •Understand options regarding deployment types, scaling strategies, and collection architectures
- •Balance performance and resource requirements through vector indexes, compression, and schema design
- •Be aware of critical issues like access control, disaster recovery, and advanced patterns like multi-tenancy and collection aliases
Prerequisites:
Course Content
1
Foundation architecture
Learn the decision framework and establish foundational architectural choices for deployment and scaling.
2
Schema and vector design
Design optimal collection architecture, schema structure, and vector configuration for your use case.
3
Performance optimization
Configure vector indexes and implement compression techniques for optimal performance and resource usage.
4
Production considerations
Learn about access control, disaster recovery, and learn industry patterns for production deployments.