Tamr also offers the hands-on Tutorial: Continuous Mastering for using the Tamr Python client to keep a mastering project up-to-date.

Note: You can also use the Tamr Toolbox to automate the running of Tamr jobs and common user tasks. Tamr Toolbox is a python library created to provide a simple interface for common interactions with Tamr and common data workflows that include Tamr. See the Tamr Toolbox documentation.

Run Tamr in batch mode from dataset truncate and load, through mastering and export.

Run Tamr in continuous mode from dataset upsert, through mastering and export.

Automate the bulk matching of hundreds of thousands of incoming or external records to existing records or clusters in a Mastering project without committing them to Tamr.

Automate the low-latency (sub-second) matching of tens to hundreds of incoming or external records to existing records or clusters in a Mastering project without committing them to Tamr.

Export and import a Mastering model from one instance of Tamr to another.