TY - BOOK AU - Bruce,Peter C. AU - Bruce,Andrew TI - Practical statistics for data scientists: 50 essential concepts SN - 9781491952962 AV - QA276.4 .B78 2017 U1 - 001.4 BRU 23 PY - 2017/// CY - Sebastopol, CA PB - O'Reilly KW - Mathematical analysis KW - Statistical methods KW - Quantitative research KW - Big data KW - Mathematics KW - Data Mining KW - Datenanalyse KW - gnd KW - Statistik N1 - Includes bibliographical references (pages 285-286) and index; Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning ER -