TY - BOOK AU - Taddy,Matt AU - Hendrix,Leslie AU - Harding,Matthew C. TI - Modern business analytics: practical data science for decision-making SN - 9781266108334 AV - HD30.23 .T3245 2023 U1 - 658.403 23/eng/20220125 PY - 2023/// CY - New York, NY PB - McGraw Hill LLC KW - Decision making KW - Econometric models KW - Machine learning N1 - Includes index; Regression -- Uncertainty quantification -- Regularization and selection -- Classification -- Causal inference with experiments -- Casual inference with controls -- Trees and forests -- Factor models -- Text as data -- Deep learning; Ages 18+; McGraw Hill Education N2 - "The practice of data analytics is changing and modernizing. Innovations in computation and machine learning are creating new opportunities for the data analyst: exposing previously unexplored data to scientific analysis, scaling tasks through automation, and allowing deeper and more accurate modeling"-- ER -