This workshop is aimed to help Feature Engineering and Machine Learning teams build Amazon SageMaker Feature Store capabilities for an enterprise scale solution. These notebook examples will get you started with using the SageMaker Feature Store. Here is a diagram overview of the tutorial/workshop and the learning outcome for each module.
This workshop consists of following modules:
- Introduction to SageMaker Feature Store
- Time Travel
- Building Python PipeLine
- Building Sql Pipeline
- Performance
- Monitoring
- Feature Set
- Lineage
- Helper Methods
Setting up the environment and loading the notebooks
See CONTRIBUTING for more information.
This library is licensed under the MIT-0 License. See the LICENSE file.