A curated list of awesome references for Amazon SageMaker.
- Getting Started
- Core Functionalities
- ML Domains
- ML Operations
- Advanced Topics
- Enterprise & Architecture
- Training & Certification
- Community
- Books
- What's New
- Contributions
- Introduction to Amazon SageMaker
- SageMaker Example Notebooks
- Amazon SageMaker 101 Workshop
- SageMaker Immersion Day (hands-on labs)
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- Setting up secure, well-governed machine learning environments on AWS
- Enabling self-service provisioning of Amazon SageMaker Studio resources
- Industrializing an ML platform with Amazon SageMaker Studio
- Scaling Enterprise ML Platforms with Modern Cloud Operations
- Access SageMaker Studio via an external identity provider
- DataScienceOnAWS
- Data Science on AWS GitHub
- Amazon SageMaker Fridays
- AWS Machine Learning Blog
- AWS ML School
- AWS events
- AWS re:Post
- Stack Overflow
Maintainers