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ML Platform with Highest Performance Feature Store

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

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Bring Your GenAI to Life

Function Calling, Real-time Data, Training on Private Data and more! Generate Value with LLMs faster than ever.

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Fastest Real-Time AI Possible

Build Best In Class Real-Time ML Systems with Hopsworks' fastest infrastructure benchmarked in the world.

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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.

Content & Insights

Explore our videos, tutorials, and industry leading content on our blog

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Incoming events and webinars
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.
Advanced Tutorial
Batch
On-demand Features

Electricity Price Estimation in Sweden

Predict the electricity prices in several Swedish cities based on weather conditions, previous prices, and Swedish holidays.

Additional ressources:
On-demand Features
Hopsworks Integration

Snowflake

Create an External Feature Group using Snowflake Storage Connector.

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

Keras model and Sklearn Transformation Functions with Hopsworks Model Registry

How to register Sklearn Transformation Functions and Keras model in the Hopsworks Model Registry, how to retrieve them and then use in training and inference pipelines.

Additional ressources:
Feature engineering

Kafka PySpark Example

In this example, you write a PySpark program that produces and consumes messages to/from a Kafka cluster. This program can only be run from inside Hopsworks.

Additional ressources:
Advanced Tutorial
Batch

Citibike Usage Prediction

Predict the number of citibike users on each citibike station in New York City.

Hopsworks Integration

Bytewax

Real-time feature computation using Bytewax.

Additional ressources:

Community

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ML Platform with Highest Performance Feature Store

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

View of Hopsworks UI