Modern business analytics : practical data science for decision-making /
Taddy, Matt,
Modern business analytics : practical data science for decision-making / Matt Taddy, Leslie Hendrix, and Matthew Harding. - xxii, 442 pages ; 25 cm.
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.
"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"--
Ages 18+ McGraw Hill Education.
9781266108334
2021058431
Decision making--Econometric models.
Machine learning.
HD30.23 / .T3245 2023
658.403 / T12m
Modern business analytics : practical data science for decision-making / Matt Taddy, Leslie Hendrix, and Matthew Harding. - xxii, 442 pages ; 25 cm.
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.
"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"--
Ages 18+ McGraw Hill Education.
9781266108334
2021058431
Decision making--Econometric models.
Machine learning.
HD30.23 / .T3245 2023
658.403 / T12m