Security News > 2024 > May > Chronon: Open-source data platform for AI/ML applications

Chronon is an open-source, end-to-end feature platform designed for machine learning teams to build, deploy, manage, and monitor data pipelines for machine learning.

Chronon enables you to harness all the data within your organization, including batch tables, event streams, and services, to drive your AI/ML projects without the need to manage the typically required orchestration.

Consume data from various sources, including event streams, DB table snapshots, change data streams, service endpoints, and warehouse tables modeled as slowly changing dimensions, fact, or dimension tables.

Online, as scalable low-latency endpoints for feature serving, or offline as hive tables for generating training data.

Utilize a powerful Python API: data source types, freshness, and contexts are API-level abstractions composed of intuitive SQL primitives like group-by, join, and select, with powerful enhancements.

Automate feature monitoring: auto-generate monitoring pipelines to understand training data quality, measure training-serving skew, and monitor feature drift.

News URL

https://www.helpnetsecurity.com/2024/05/27/chronon-open-source-data-platform-ai-ml-applications/