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Example notebook

To quickly grasp how to use STRM and demonstrate configurations, you can have a look at an open notebook we publish: Data Team in a Day


The notebook is "alive", in that we run and refresh data and update examples on a continuous basis.

Data Team in a Day‚Äč

The notebook outlines all the steps involved in configuring your STRM account:

  1. Emulate existing or collecting data
  2. Create the data contract as annotation to the data
  3. Process the data in both batch and streaming modes
  4. Train a very simple model as an example of a data product
  5. Bonus: transform towards a specific K while retaining as much data signal as possible