Download the fantastic book titled Practical Statistics for Data Scientists written by Peter Bruce, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Practical Statistics for Data Scientists", which was released on 10 April 2020. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Practical Statistics for Data Scientists by Peter Bruce PDF
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher-quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that "learn" from data Unsupervised learning methods for extracting meaning from unlabeled data
Detail About Practical Statistics for Data Scientists PDF
- Author : Peter Bruce
- Publisher : O'Reilly Media
- Genre : Computers
- Total Pages : 363 pages
- ISBN : 1492072915
- Release Date : 10 April 2020
- PDF File Size : 51,5 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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