Foundation Model Integration and Data for Generative AI
Selecting and integrating foundation models, and preparing, managing and securing the data that grounds generative AI applications.
AWS-320 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · AWS Certifications
Course content
- 1Selecting foundation models for a use caseComing
- 2Amazon Bedrock APIs and model accessComing
- 3Prompt management and versioningComing
- 4Data pipelines for generative AIComing
- 5Chunking and embedding strategiesComing
- 6Vector stores on AWSComing
- 7Knowledge bases and data synchronizationComing
- 8Data compliance and sensitive informationComing
- 9Model customization choicesComing
- 10Fine-tuning workflowsComing
- 11Throughput, quotas and provisioned capacityComing
- 12Case study: grounding an assistant in company dataComing
Requirements
Recommended background. You can start any course at any time.
Description
Selecting and integrating foundation models, and preparing, managing and securing the data that grounds generative AI applications.