Iguazio

The platform enables the automation of machine learning pipelines, from data collection preparation and training to rapid deployment and ongoing monitoring in production. Unstructured and structured data can be ingested from any source in real-timereal time and unified. Subsequently, online and offline features can be built using Iguazio's Integrated Feature Store. Experimentation can be ranrun over scalable serverless machine learning/data science runtimes with automated tracking, data versioning, and continuous integration/delivery support. Models and APIs can be deployed from a Jupyter notebook or an integrated development environment toso production and model performance can be monitored.