Data Science

Oracle Cloud Infrastructure (OCI) Data Science is a fully managed and serverless platform for data science teams to build, train, and manage machine learning models using OCI.

The Data Science service:

• Provides data scientists with a collaborative, project-driven workspace.

• Enables self-service, serverless access to infrastructure for data science workloads.

• Includes Python-centric tools, libraries, and packages developed by the open source community and the Oracle Accelerated Data Science (ADS) SDK, which support the end-to-end lifecycle of predictive models:

  • Data acquisition, profiling, preparation, and visualization.

  • Feature engineering.

  • Model training (including Oracle AutoML).

  • Model evaluation, explanation, and interpretation (including Oracle MLX).

  • Model deployment.

• Integrates with the rest of the OCI stack, including Functions, Data Flow, Autonomous Data Warehouse, and Object Storage.

• Helps data scientists concentrate on methodology and domain expertise to deliver more models to production.