Amazon SageMaker alternatives
Amazon SageMaker is a machine learning platform that allows you to build and train machine learning models using a variety of different algorithms and techniques, deploy these models to production, and manage both the data science process and the resulting models. Amazon SageMaker provides an intuitive web-based user interface with drag and drop model creation and sample data preparation to make building machine learning models easy.
It allows you to quickly build models, experiment with new algorithms, change training parameters, and evaluate your results. With one-click deployment, your model can be tested against live production data without the need for a data scientist to be involved. These features are available via an intuitive web-based user interface and API. Amazon SageMaker gives developers and data scientists an end-to-end Data Lake Management service. It provides data catalogs with pre-built environments, enables machine learning models to be easily built and used, and streamlines the process of deploying trained machine learning models into production.
