Guided Notes

AI/ML & Data Analytics

AI services, Amazon SageMaker, generative AI with Amazon Bedrock, and data pipelines and analytics services.

Three layers of AI on AWS

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AWS offers AI at three levels of effort:

1. AI services β€” ready-made intelligence through simple APIs; no ML expertise needed. 2. Machine-learning platform β€” Amazon SageMaker to build, train, and deploy your own models. 3. Generative AI β€” Amazon Bedrock and Amazon Q, built on large foundation models.

Start at the highest layer that solves your problem; build custom models only when you must.

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