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portada Introduction to Probability for Data Science
Type
Physical Book
Language
English
Pages
704
Format
Hardcover
Dimensions
25.9 x 17.5 x 4.3 cm
Weight
1.47 kg.
ISBN13
9781607857464

Introduction to Probability for Data Science

Stanley Chan (Author) · Michigan Publishing Services · Hardcover

Introduction to Probability for Data Science - Chan, Stanley

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Synopsis "Introduction to Probability for Data Science"

[from the Preface] This introductory textbook in undergraduate probability emphasizes the inseparability between data (computing) and probability (theory) in our time. It examines the motivation, intuition, and implication of the probabilistic tools used in science and engineering: Motivation: In the ocean of mathematical definitions, theorems, and equations, why should we spend our time on this particular topic but not another?Intuition: When going through the deviations, is there a geometric interpretation or physics beyond those equations?Implication: After we have learned a topic, what new problems can we solve?

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