Amazon SageMaker vs Firebase Predictions

Amazon SageMaker vs Firebase Predictions: 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 Firebase Predictions? Define dynamic user groups based on predicted behavior. Firebase Predictions uses the power of Google’s machine learning to create dynamic user groups based on users’ predicted behavior.

Amazon SageMaker and Firebase Predictions can be primarily classified 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, Firebase Predictions provides the following key features:

• Boost revenue and retention through customized user experiences
• Send smarter notifications
• Create custom predictions