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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Fastest Performance

Develop & Deploy models faster, with ironclad data governance and seamless integrations. On-premises, fully managed or on any cloud.

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Personalize your LLMs

Develop & Deploy cost-effective and powerful private AI models tuned to your enterprise's real-time data, data warehouses or sensitive documents.

PERSONALISED LLM

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

Events

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.
Hopsworks Integration

Federated Offline Query

Create Snowflake, BigQuery and Hopsworks feature groups and then combine them in a unified view exposing all features together regardless of their source.

Additional ressources:
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:
Hopsworks Integration

Weights and Biases with Hopsworks

Build a machine learning model with Weights & Biases.

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

PyTorch model and Sklearn Transformation Functions with Hopsworks Model Registry

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

Additional ressources:
On-demand Features
Hopsworks Integration

DBT Tutorial with BigQuery

Perform feature engineering in DBT on BigQuery.

Additional ressources:
Advanced Tutorial
Batch

Air Quality Prediction

Predict the Air Quality value (PM2.5) in Europe and USA using weather features and air quality features of the previous days.

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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