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

Built for Quality

Better Predictions

Increased model performance in production. More models, less drifts, better testing.

Real-time AI

Single digit millisecond latency in reading features. Ultra-low latency in writing, and updating.

Sovereign Data

Sovereignty on private clouds & infrastructures. Better governance and metadata management.

Modular

Easily integrate with existing teams, tools, frameworks, and systems, across any environment.

Open

Open standards in file formats, processes, and languages across all tools, from orchestration to training.

Easy to Use

Straightforward APIs, minimal setup, no lock-in, and no need for DSL or specialized languages.

A Unified Real-Time AI Lakehouse for your Data

To Develop & Deploy Reliable AI Systems.

Better Code

Python

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Better Performance

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

Downloadable Content

Return on Investment

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

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Generate Value with AI

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

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The Right Platform

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

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Resources

Explore our videos, tutorials, and industry leading content on our blog
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The Collaborative Platform

With Hopsworks, remove data silos in your organization.

We increase project efficiency and control through robust abstractions across projects and feature groups. Nurturing collaboration, promoting seamless feature sharing and implementation, and maintaining data traceability.

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Codes and examples to get you started

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

Fraud - Online

Detect Fraud Transactions.

Additional ressources:
Hopsworks Integration

Bytewax

Real-time feature computation using Bytewax.

Additional ressources:
Hopsworks Integration

Weights and Biases with Hopsworks

Build a machine learning model with Weights & Biases.

Additional ressources:
On-demand Features
Hopsworks Integration

Redshift

Create an External Feature Group using Redshift Storage Connector.

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.

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On-demand Features
Real-Time
Batch
Advanced Tutorial

Sklearn Transformation Functions with Hopsworks Model Registy

How to register sklearn.pipeline with transformation functions and classifier in Hopsworks Model Registry and use it in training and inference pipelines.

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Hopsworks Core Capabilities

Increase team productivity and deploy your models faster.

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.

Join Slack

Dive in our documentation and start using the Feature Store right away.

Documentation graph

For fast-moving development cycles and product launches, Hopsworks documentation serves as an essential resource for users and stakeholders to access every aspect of the platform quickly and efficiently.

Whether looking for concepts or APIs, Hopsworks brings comprehensive and accessible documentation with code snippets, examples, and tutorials, enabling you to bring your ML projects to production faster.

Security & Compliance

A secure and trustworthy platform that allows you to control your data.

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