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
Statistical Foundations of Data Science
Language: en
Pages: 752
Authors: Jianqing Fan
Categories: Mathematics
Type: BOOK - Published: 2020-09-21 - Publisher: CRC Press

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Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques
Mathematical Foundations of Data Science Using R
Language: en
Pages: 444
Authors: Frank Emmert-Streib
Categories: Computers
Type: BOOK - Published: 2022-10-24 - Publisher: Walter de Gruyter GmbH & Co KG

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The aim of the book is to help students become data scientists. Since this requires a series of courses over a considerable period of time, the book intends to
Foundations of Statistics for Data Scientists
Language: en
Pages: 486
Authors: Alan Agresti
Categories: Business & Economics
Type: BOOK - Published: 2021-11-22 - Publisher: CRC Press

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Foundations of Statistics for Data Scientists: With R and Python is designed as a textbook for a one- or two-term introduction to mathematical statistics for st
Fundamentals of Data Science
Language: en
Pages: 134
Authors: Samuel Burns
Categories: Big data
Type: BOOK - Published: 2019-09-17 - Publisher:

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"This book is for students or anyone, with limited or no prior programming, statistics, and data analytics knowledge. This short guide is ideal for absolute beg