snowflake for

Data Science & ML

Accelerate your ML workflows with fast data access and elastically scalable data processing for Python and SQL.



One Place to Instantly Access All Relevant Data

  • Reduce time looking for and requesting access to data, with a single point of access to a global network of trusted data. 
  • Bring nearly all types of data into your model without complex pipelines with native support for structured, semi-structured (JSON, Avro, ORC, Parquet, or XML), and unstructured data.
  • Augment model performance with shared data sets from your business ecosystem and third-party data from Snowflake Marketplace.

Fast Processing Engine with Minimal Operational Complexity

  • Transform data into ML-powered insights using your language of choice with Snowpark.
  • Speed up Python-based workflows with pre-installed open source libraries and seamless dependency management via Anaconda integration.
  • Scale processing to any amount of data or users with Snowflake’s elastic and performant multi-cluster compute architecture. 

Single Platform to Unify Teams and Tools Around Data

  • Connect your ML tool of choice to Snowflake data, with native connectors and robust integrations from a broad ecosystem of partner tools.
  • Run scalable and secure ML inference with models running inside Snowflake as UDFs, or communicating with a secure model end-point with External Functions.
  • Effortlessly make model results available in Snowflake for teams and applications to easily consume and act on ML-driven insights.

Hear from

Our Customers

Extensive Partner Ecosystem

Choose from an extensive ecosystem of data science and machine learning partners.


FOR Data Science

Financial Forecasting

Use Snowflake’s Data Cloud to power your financial forecasts.

Account Propensity Scoring

Deliver high-performance account propensity models using enriched data.

ML-Driven Product Strategy

Accelerate product innovation and translate data into revenue growth.

Get Started

Building with Snowflake

Find the resources you need to build apps, data pipelines, and ML workflows at the Snowflake Developer Center.


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Start Your 30-Day

Free Trial

Try Snowflake free for 30 days and experience the Data Cloud that helps eliminate the complexity, cost, and constraints inherent with other solutions. Available on all three major clouds, Snowflake supports a wide range of workloads, such as data warehousing, data lakes, and data science.




Eliminate data silos and instantly and securely share governed data across your organization, and beyond.