AWS offers great tools for doing machine learning tasks effectively.
- Amazon SageMaker is a fully managed service to help data scientists and developers to build, train, and deploying Machine Learning models quickly and easily.
- It has three major components:
- A hosted Notebook instance.
- A distributed on demand training environment.
- Model hosting environment that is elastic, scalable, secure and reliable.