Team Data Science Process

The TDSP process model provides a dynamic framework to machine learning solutions that have been through a robust process of planning, producing, constructing, testing, and deploying models. Here is an example of the TDSP process:

The process is loosely divided into four main phases:

  • Business Understanding
  • Data Acquisition and Understanding
  • Modeling
  • Deployment

The phases are described in the following paragraphs.

Business understanding

The Business understanding process starts with a business idea, which is solved with a machine learning ...

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