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Data Science for Undergraduates
Language: en
Pages: 139
Authors: National Academies of Sciences, Engineering, and Medicine
Categories: Education
Type: BOOK - Published: 2018-11-11 - Publisher: National Academies Press

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Data science is emerging as a field that is revolutionizing science and industries alike. Work across nearly all domains is becoming more data driven, affecting
Envisioning the Data Science Discipline
Language: en
Pages: 69
Authors: National Academies of Sciences, Engineering, and Medicine
Categories: Education
Type: BOOK - Published: 2018-03-05 - Publisher: National Academies Press

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The need to manage, analyze, and extract knowledge from data is pervasive across industry, government, and academia. Scientists, engineers, and executives routi
A Hands-On Introduction to Data Science
Language: en
Pages: 459
Authors: Chirag Shah
Categories: Business & Economics
Type: BOOK - Published: 2020-04-02 - Publisher: Cambridge University Press

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An introductory textbook offering a low barrier entry to data science; the hands-on approach will appeal to students from a range of disciplines.
Foundations of Data Science
Language: en
Pages: 433
Authors: Avrim Blum
Categories: Computers
Type: BOOK - Published: 2020-01-23 - Publisher: Cambridge University Press

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This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and a
R for Data Science
Language: en
Pages: 521
Authors: Hadley Wickham
Categories: Computers
Type: BOOK - Published: 2016-12-12 - Publisher: "O'Reilly Media, Inc."

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Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R pac