Statistics for Data Science

Statistics for Data Science

James D. Miller

Language: English

Publisher: Packt

Published: Jul 18, 2018


This book will start off with simple statistics and then move on to statistical methods that are used in data science algorithms. The R programs for the statistical computations will be clearly explained along with the logic. You will come across various mathematical concepts such as variance, standard deviation, probability, matrix calculations, and more. You will learn only what is required to implement statistics in data science tasks such as data cleaning, mining, and analysis.