Snowflake Feature Store (Private Preview)
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Overview
Snowflake has announced a Feature Store that is currently in private preview. It is designed to be a centralized repository for features within the Snowflake Data Cloud, enabling users to create, discover, and share features for machine learning models. The Snowflake Feature Store will be integrated with Snowpark, Snowflake's developer framework, and will allow users to manage the entire ML lifecycle within Snowflake.
✨ Key Features
- Centralized feature management
- Integration with Snowpark
- Feature discovery and sharing
- Governance and access control
- No data movement outside of Snowflake
🎯 Key Differentiators
- Native integration with the Snowflake Data Cloud
- No data movement required for Snowflake users
- Leverages Snowflake's governance and security features
Unique Value: Provides a fully integrated and native feature management experience for organizations using the Snowflake Data Cloud, simplifying the MLOps lifecycle and eliminating data movement.
🎯 Use Cases (3)
✅ Best For
- NA
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Organizations not using Snowflake
🏆 Alternatives
Offers a seamless and zero-copy experience for Snowflake customers, which is a significant advantage over third-party feature stores that require data to be moved out of Snowflake. It will provide a highly integrated solution for teams building ML on Snowflake.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Phone Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
✓ 30-day free trial
Free tier: NA
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