ML Platform with Highest Performance Feature Store

Batch, Real-Time, LLMs and more. Any Deployment, on Premises & Cloud.

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The ML Platform to Build, Maintain, and Monitor ML Systems

Build machine learning systems for real-time or batch use cases.

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Richard Woolston

"Our journey with Hopsworks has been an amazing transformation that's really enabled us to be innovative and reach a point that we wouldn't have been able to reach otherwise.”

Richard Woolston

Data Science Manager - AFCU

ROI with a
Feature Store

Achieve an 80% reduction in cost over time starting from the second ML models are deployed in production.

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Generating value with AI

MLOps with a feature store allows your organisation to put your data into production, faster.

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Choosing a
‍Feature Store

Accelerate your machine learning projects and unlock the full potential of your data with our feature store comparison guide.

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Hopsworks Core Capabilities

Increase team productivity and deploy your models faster.
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Python

Feature engineering at reasonable scale. Bring your own code with you, use any popular library and framework in Hopsworks.

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Collaboration

Role-based access control, project-based multi-tenancy, custom metadata for governance.

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Engineering

Feature Engineering at scale, and with the freshest features. Batch or Streaming feature pipelines.

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BYO-Cloud

Bring Your Own Cloud, your infrastructure, on-premise or anywhere else; managed clusters on AWS, Azure, or GCP.

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Performance

Use Python, Spark or Flink with the highest performance pipelines for reading and writing features.

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Support

Enterprise Support available 24/7 on your preferred communication channel. SLOs for your feature store.

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Codes and examples to get you started

Jump right in with our latest code and examples.
Real-Time
On-demand Features
Batch
Advanced Tutorial

Custom Transformation Functions

How to register custom transformation functions in hopsworks feature store use then in training and inference pipelines.

Additional ressources:
Advanced Tutorial
On-demand Features
Batch
Real-Time

Bitcoin Price Prediction

Predict Bitcoin price using time series features and tweets sentiment analysis.

Additional ressources:
Hopsworks Integration

Great Expectations with Hopsworks

Introduction to Great Expectations concepts and classes which are relevant for integration with the Hopsworks MLOps platform.

Additional ressources:
Hopsworks Integration

Weights and Biases with Hopsworks

Build a machine learning model with Weights & Biases.

Additional ressources:
Basic Tutorial
Batch

Churn

Predict customers that are at risk of churning.

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On-demand Features
Hopsworks Integration

BigQuery Storage Connector

Create an External Feature Group using BigQuery Storage Connector.

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Community

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