Statistics for Data Scientists is popular PDF and ePub book, written by Maurits Kaptein in 2022-02-02, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Statistics for Data Scientists can be Read Online from any device for your convenience.
Statistics for Data Scientists Book PDF Summary
This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis – supported by numerous real data examples and reusable [R] code – with a rigorous treatment of probability and statistical principles. Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.
Detail Book of Statistics for Data Scientists PDF
- Author : Maurits Kaptein
- Release : 02 February 2022
- Publisher : Springer Nature
- ISBN : 9783030105310
- Genre : Computers
- Total Page : 342 pages
- Language : English
- PDF File Size : 19,6 Mb
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