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

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Chapter 8. Software: statistics in action

This chapter covers

  • The basics of some statistical software applications
  • Introductions to a few useful programming languages
  • Choosing the appropriate software to use or build
  • How to think about getting statistics into your software

Figure 8.1 shows where we are in the data science process: building statistical software. In the last chapter, I introduced statistics as one of the two core concepts of data science. Knowledge of software development and application is the other. If statistics is the framework for analyzing and drawing conclusions from data, then software is the tool that puts this framework into action. In few cases would a data scientist be able to go without software during a project, ...

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