TY - BOOK AU - Bruce,Peter C. AU - Bruce,Andrew TI - Practical statistics for data scientists: 50 essential concepts SN - 9781491952962 U1 - 001.422 22 PY - 2018/// CY - Beijing, Sebastopol, CA PB - O'Reilly KW - Mathematical analysis KW - Statistical methods KW - BUEsh KW - Quantitative research KW - Big data KW - Mathematics KW - COMSCI KW - March2020 KW - Text book N1 - Includes bibliographical references and index; Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning ER -