Generative AI and Foundation Models
How generative AI and large language models work, their capabilities and limits, and the AWS services for building with them.
AWS-112 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · AWS Certifications
Course content
- 1What generative AI isComing
- 2Tokens, embeddings and vectorsComing
- 3Transformers and large language modelsComing
- 4Foundation model types and modalitiesComing
- 5Capabilities and limitations of generative AIComing
- 6Hallucination and how to reduce itComing
- 7The generative AI project lifecycleComing
- 8Amazon Bedrock and its model choiceComing
- 9Amazon Q for business and developersComing
- 10Cost, latency and model selection trade-offsComing
- 11Measuring business value from generative AIComing
- 12Case study: a generative AI assistant for customer supportComing
Description
How generative AI and large language models work, their capabilities and limits, and the AWS services for building with them.