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"--