Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python van Peter Bruce, Andrew Bruce en Peter Gedeck is an English-language study book that focuses on the application of statistical methods within data science. This reference work is intended for data scientists and professionals who want to bridge the gap between theory and practice.
The book covers statistical methods that are essential for data science, with practical examples in both R and Python. It provides insight into topics such as exploratory data analysis, random sampling, experimental design, regression analysis, classification techniques, statistical machine learning, and unsupervised learning. In this way, it supports data scientists in correctly applying statistics in their work.
This title aligns with fields such as databases, data management, and computing, and offers an accessible, in-depth look at practical statistics for professionals in data science.