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Grokking Statistics: 9781633434769
Paperback
ApplicationsGeneral ComputersProgramming
ISBN13: 9781633434769
Publisher: Manning Publications
Published: Sep 29 2026
Pages: 389
Weight: 0.92
Language: English
- Confidence intervals and hypothesis testing
- Machine learning basics including linear and logistic regression
- Spot fallacies, p-hacking, and incentive traps About the book Grokking Statistics takes you on a journey beyond mathematics into the fascinating world of probability, prediction, and what-if reasoning. You'll learn the basics of statistics from the ground up as you explore tornado data from NOAA, model the perfect cup of coffee, and accurately test whether a potato chip bag is the size it claims. Written to be practical at every step, this book also takes on ethics and real-world pitfalls, so you can apply statistics responsibly. You'll also learn how to express statistics in straightforward Python code. About the reader No prior knowledge of statistics needed. Examples use Python. About the author Thomas Nield is an instructor at University of Southern California and the founder of Nield Consulting Group and Yawman Flight.
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