An Intellyx Brain Candy Update
Since we last covered Iguazio in May 2019, the company has shifted its focus to MLOps.
Iguazio now offers an MLOps platform that helps data scientists, analysts, and engineers configure data ingestion and transformation, manage machine learning (ML) model training and optimization, and deploy ML pipelines into production.
Once the pipelines are up and running, Iguazio monitors data models in production to maintain consistency and repeatability across multiple models and versions of each model.
The Iguazio platform includes an integrated feature store, a data transformation engine, ML lifecycle orchestration, and automated, real-time ML pipelines.
The platform also integrates CI/CD capabilities for ML across code, data, and models, enabling data engineers to leverage Git and popular CI/CD frameworks.
Iguazio also champions the open source MLRun MLOps orchestration framework and Nuclio, an open source serverless platform. Both MLRun and Nuclio are core technologies for Iguazio’s MLOps platform.
Copyright © Intellyx LLC. Intellyx publishes the Cloud-Native Computing poster, advises companies on their digital transformation initiatives, and helps vendors communicate their agility stories. Iguazio is a former Intellyx customer. To be considered for a Brain Candy article, email us at pr@intellyx.com.
