Probability and Statistics for Data Science (English, Carlos Fernandez-Granda)
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781009180085
ISBN-10
1009180088
Author
Carlos Fernandez-Granda
About the Book
This self-contained guide introduces two pillars of data science, probability theory, and statistics, side by side, in order to illuminate the connections between statistical techniques and the probabilistic concepts they are based on. The topics covered in the book include random variables, nonparametric and parametric models, correlation, estimation of population parameters, hypothesis testing, principal component analysis, and both linear and…
ISBN: 9781009180085
ISBN-13: 9781009180085
ISBN-10: 1009180088
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Product ID: isbn-9781009180085
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