Data Science Lifecycle

Data Science Lifecycle#

Cross-industry standard process for data mining#

Published in 1999 to standardize data mining processes across industries, it has since become the most common methodology for data mining, analytics, and data science projects.

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Fig. 1 Cross-industry standard process for data mining.#

Read more here:

  1. What is CRISP DM?

Team Data Science Lifecycle#

The Team Data Science Process (TDSP) provides a lifecycle that your team can use to structure your data science projects.

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Fig. 2 Team Data Science Lifecycle.#

Read more here:

  1. The Team Data Science Process lifecycle

  2. Roles and tasks in the Team Data Science Process

Contents