Source: Bernice Landry, RT Insights
Databricks recently announced a new release of MLflow, an open source, multi-cloud framework for the machine learning lifecycle, now with R integration.
RStudio has partnered with Databricks to develop an R API for MLflow v0.7.0 which was showcased at the Spark + AI Summit Europe.
According to a release issued by the company, before MLflow, the machine learning industry did not have a standard process or end-to-end infrastructure to develop and produce applications simply and consistently.
With MLflow, organizations can package their code as reproducible runs, execute and compare hundreds of parallel experiments, and leverage any hardware or software platform for training, tuning, or hyperparameter search. Organizations can also deploy and manage models in production on a variety of clouds and serving platforms. Read entire article…