Snowflake ML
Prototype to production machine learning with distributed GPUs or CPUs on the same platform as your governed data. Streamline model development and MLOps with no infrastructure to maintain or configure — all through a centralized UI.
Easy
Integrated end-to-end model pipelines with any open source model on the same platform where your data lives
Efficient
Large-scale training and inference with scalable CPUs or GPUs without infrastructure to configure or maintain
Trusted
Discover, manage, use and govern ML features and models in Snowflake across the ML lifecycle with built-in lineage and monitoring
Scalable Model Development
Easily train models with distributed GPUs or CPUs from Snowflake Notebooks on Container Runtime. Use pre-installed, popular libraries such as XGBoost and PyTorch, or pip install any package from open source hubs such as PyPi and HuggingFace.
Continuously Updated ML Features
Create, manage and serve ML features with continuous, automated refresh on batch or streaming data using the Snowflake Feature Store.
Flexible Model Inference
Deploy models for production with distributed GPUs or CPUs from the Snowflake Model Registry, including support for models trained on external platforms. Easily monitor performance and drift metrics with integrated ML Observability.
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Snowflake provides us with a unified platform that allows us to easily scale up and down without changing the code, providing the speed we need for AI-related projects
Head of Risk Solutions New Product Development
Bringing familiar modeling capabilities to Snowflake ML has enabled us to more rapidly iterate on our models, improving accuracy and operational efficiency
SVP of Engineering at Decile
Using Snowflake ML, we've been able to achieve a 70% cost reduction and enhanced agility by moving from running hour-long inference jobs to predictions in near real-time.
CTO, Paytronix
We can more easily build predictive models and mock up data products all in the Snowflake ecosystem because the data is all there.
Manager of Data Science, IGS Energy
End-to-end ML in Snowflake
LEADING BRANDS LEVERAGE SNOWFLAKE ML
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3Only available in select regions. See documentation for full program details.