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Essential Statistics for Data Science: A Concise Crash Course

By Mu Zhu
Paperback
$43.99
By Mu Zhu
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Essential Statistics for Data Science: A Concise Crash Course is for students entering a serious graduate program or advanced undergraduate teaching in data science without knowing enough statistics. The three-part text starts from the basics of probability and random variables and guides readers towards relatively advanced topics in both frequentist and Bayesian approaches in a matter of weeks.

Part I, Talking Probability explains that the statistical approach to analysing data starts with...

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Science & TechnologyMathematicsProbability TheoryStatistics