Iterative added a registry for machine learning models to its portfolio of Git-based tools for infusing artificial intelligence into applications. Iterative CEO Dmitry Petrov said the Iterative Studio Model Registry is intended to make it easier for application development teams to track which models are being used as the number of applications infused with AI […]
Iterative Adds Experiment Versioning to MLOps Platform
Iterative today added an experiment versioning capability to an open source platform for managing machine learning operations (MLOps) using GitOps workflows. Dmitry Petrov, Iterative CEO, said the latest version of the Data Versioning Control (DVC) platform makes it simpler to save, compare and reproduce machine learning (ML) experiments at scale without requiring organizations to set […]
Test-First Development: Processes and Tools for Success
A lot of software development teams are talking about “test-first” methodologies. The practice involves moving testing up into the very earliest stages of development so automated tests can be written before code. Making this seemingly minor shift can result in much higher quality software and greater efficiencies. Integrating development and testing avoids needless late-stage bugs […]