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The 9 pitfalls of data science
The 9 pitfalls of data science
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Author
Smith, Gary
Publisher
Oxford University Press
Publication Date
2019.
Language
English
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Contributors
Cordes, Jay
ISBN
9780198844396
Table of Contents
From the Book
Using bad data
Putting data before theory
Worshiping math
Worshiping computers
Torturing data
Fooling yourself
Confusing correlation with causation
Being surprised by regression toward the mean
Doing harm
Case study : the Great Recession.
Subjects
Subjects
Big data
Errors
Quantitative research
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