What is Generative AI?
Generative AI creates new content such as text, images, videos, and music. It's powered by large ML models called foundation models (FMs) that are pre-trained on vast datasets and can be adapted for multiple tasks.
Generative AI on AWS Video
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Key Concepts
Deep Learning
A subset of ML that uses layers of artificial neurons mimicking the human brain. Each layer processes and feeds information to the next until a final model is produced.
Foundation Models
Extremely large models pre-trained on vast data collections. Unlike traditional ML models trained for single tasks, FMs can be adapted for multiple purposes. Large language models (LLMs) are a popular type of FM trained for human language tasks.
AWS Generative AI Solutions
| Service | What It Does |
|---|---|
| Amazon SageMaker JumpStart | ML hub with FMs and pre-built solutions deployable in a few clicks |
| Amazon Bedrock | Fully managed service for deploying FMs from Amazon and leading AI providers |
| Amazon Q | AI assistant that integrates with company information repositories |