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Think Like a Data Scientist: Tackle the data science process step-by-step by Brian Godsey

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The lifecycle of a data science project

This book is organized around the three phases of a data science project:

  • The first phase is preparation—time and effort spent gathering information at the beginning of a project can spare big headaches later.
  • The second phase is building the product, from planning through execution, using what you learned during the preparation phase and all the tools that statistics and software can provide.
  • The third and final phase is finishing—delivering the product, getting feedback, making revisions, supporting the product, and wrapping up the project.

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