Kaptein, Maurits

Statistics for Data Scientists: An Introduction to Probability, Statistics, and Data Analysis (Undergraduate Topics in Computer Science)

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ISBN 13:
9783030105303
author:
Kaptein, Maurits
format:
Paperback / softback
publisher:
Springer Nature Switzerland AG
language:
English
Publication Year:
2022
Pages:
321
Dimensions:
1.8 x 15.5 x 15.5 centimetres (0
Genre:
Science, Mathematics, Statistics,
Condition:
New
Availability:
Item usually sent within 4 working days
£43.95

Description

Statistics for Data Scientists: An Introduction to Probability, Statistics, and Data Analysis by Maurits Kaptein and Edwin van den Heuvel provides a comprehensive introduction to data analysis for students in computer science, quantitative social science, and related fields. The book combines a hands-on approach with a rigorous treatment of probability and statistical principles, using real-world examples and reusable R code. This textbook fills the gap between undergraduate textbooks on probability theory and statistics, which often lack practical applications, and applied data analysis books, which may not provide a thorough theoretical foundation. It covers methods for dealing with large datasets and streaming data, making it an ideal resource for students looking to develop their statistical skills in data science. By combining theoretical foundations with practical examples, this book offers an accessible yet thorough introduction to data analysis, suitable for undergraduate students seeking a solid understanding of statistical methods.

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