Introducing SageMaker Core: A new object-oriented Python SDK for Amazon SageMaker

This article introduces SageMaker Core, a new object-oriented Python SDK for Amazon SageMaker that simplifies managing the machine learning lifecycle.

Specifically, the article covers:

• Key features of SageMaker Core: object-oriented interface, resource chaining, abstraction of low-level details, support for intelligent defaults, auto code completion, full parity with SageMaker APIs, and comprehensive documentation and type hints
• A walkthrough of using SageMaker Core for data preparation, training, model creation, and deployment of a generative AI model
• Benefits of SageMaker Core: simplified development, increased productivity, enhanced readability, and lightweight integration with AWS Lambda
• Resources to get started with SageMaker Core