How it works
Most Data Science projects DON’T go beyond Proof-of-Concept delivered as Hosted Notebook.
Hydrosphere.io reduces significant DevOps and Engineering overhead required to move from research to production deployment and sustenance.
HOW ARE MACHINE LEARNING MODELS USED IN ONLINE APPLICATIONS?
DO YOU NEED TO PROCESS/REACT TO ANALYTICS INSIGHTS AS THEY ARRIVE?
DO PROJECT TIMINGS SUFFER FROM ENDLESS HANDOFFS BETWEEN DATA SCIENTISTS, ENGINEERS AND OPERATIONS?
HOW DO YOU VALIDATE IF A NEW PREDICTION PIPELINE IS BETTER OR WORSE THAN THE EXISTING ONE?
DO YOU STRUGGLE TO UNDERSTAND WHEN AND WHY YOUR MODEL STARTED TO LOSE MONEY?
Hydrosphere.io products work with any Hadoop or Spark distribution. They can be deployed on any vendor’s public cloud or in private clouds.