Cloudera Docs

Migrating Data Science Workbench to Machine Learning

If you use Cloudera Data Science Workbench (CDSW) 1.10.0 and later on premises, consider migrating to Cloudera Machine Language (CML) as soon as possible. Cloudera recommends performing this migration because CDSW end-of-support is imminent.

Before you begin the migration tasks, you can optionally repurpose your CDSW hosts instead of adding hardware for installing CML Private Cloud. Next, you install CML on the hosts. Finally, the UI-driven migration tool runs scripts in the background to migrate your workload automatically after installing CML on the cluster with your deployed CDSW.