Amazon SageMaker vs Gradient°

Amazon SageMaker vs Gradient°: What are the differences?

What is Amazon SageMaker? Accelerated Machine Learning. A fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.

What is Gradient°? Deep learning platform built for developers. Gradient° is a suite of tools for exploring data and training neural networks. Gradient° includes 1-click Jupyter notebooks, a powerful job runner, and a python module to run any code on a fully managed GPU cluster in the cloud. Gradient is also rolling out full support for Google's new TPUv2 accelerator to power even more newer workflows.

Amazon SageMaker and Gradient° can be categorized as "Machine Learning as a Service" tools.

Some of the features offered by Amazon SageMaker are:

• Build: managed notebooks for authoring models, built-in high-performance algorithms, broad framework support
• Train: one-click training, authentic model tuning
• Deploy: one-click deployment, automatic A/B testing, fully-managed hosting with auto-scaling

On the other hand, Gradient° provides the following key features:

• 1-click Jupyter notebooks
• a powerful job runner
• Python module to run any code on a fully managed GPU cluster in the cloud