Hopsworks - Data-Intensive AI platform with a Feature Store

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)

Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.

Python - Java/Scala API for the Hopsworks feature store

Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expected.

A simple app to help you find relevant machine learning papers to read.

Serverless ML system to predict the direction and volume of electricity flows to and from the Netherlands and its energy transmission partners 🇳🇱⚡️

Backfill historical OHLC feature in a Feature Store (Hopsworks) using an orchestration tool (Prefect).

Predicting Snow Conditions in Passo Tonale (Trento, Italy)

Demos showing how to build with Feldera

Hopsworks.ai Terraform provider

Terraform module that creates the required cloud resources for Hopsworks.ai clusters on AWS and AZURE.

Fully automated (GH Actions) air quality prediction system (XGBoost) using free server-less solutions (Hopsworks)

MLOps application that forecasts the next three days Air Quality Index (AQI) for Lahore, Pakistan, using a 100% serverless stack.

This repo contains all the work relevant to Pearls AQI Predictor. It specifically predicts AQI Hyderabad (Pakistan) for next 3 days.

One small, honest ML system per day, built end to end on Hopsworks.

This is a batch-inference service of NYC Taxi rides 🚗.

Estimate an asteroid's size (hence impact threat) from its Gaia DR3 reflectance spectrum, beating the blind constant-albedo guess (size error x1.34 -> x1.13). An FTI ML system on Hopsworks.