Amazon Sagemaker

Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning (ML) models quickly. It offers a comprehensive set of tools and features that streamline the ML workflow, making it easier to develop high-quality models at scale.

  1. Tuning techniques
  2. Measuring model performance
  3. Automatic Model Tuning with SageMaker

Amazon Bedrock

We can build Genrative AI applications with Bedrock.

  1. Foundation Models
  2. retrieval augmented generation (RAG)
  3. Knowledge bases
  4. Vector Stores
  5. Guardrails
  6. LLM Agents