Matt Taddy: Modern Business Analytics ISE

Cover: 9781266108334 | Modern Business Analytics ISE | Matt Taddy | Taschenbuch | Englisch

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Sprache: Englisch

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Beschreibung

Written by Matt Taddy, successful author of the McGraw Hill Professional title, Business Data Science graduate of University of Chicago and Amazon Chief Economist. This new higher-ed text takes a practical, modern approach to data science and business analytics for the graduate-level business analytics student or professional. It takes a learn-by-doing approach, with real data analysis examples that explain the "why", rather than the "what" in the decision-making discussions. It uses R as the primary technology throughout the text and includes an end-of-chapter reference to the basic R recipes in each chapter. The text uses tools from economics and statistics in combination with Machine Learning Techniques to create a platform for using data to make decisions.
>The Connect product that supports the text includes Interactive Activities that have students explore content more deeply, Excel activities like Integrated Excel & Applying Excel, and a Prep Course that helps students refresh on fundamental pre-requisite knowledge they need to know prior to this course.

Inhaltsverzeichnis

Chapter 1: Regression
Chapter 2: Uncertainty Quantification
Chapter 3: Regularization and Selection
Chapter 4: Classification
Chapter 5: Causal Inference with Experiments
Chapter 6: Causal Inference with Controls
Chapter 7: Trees and Forests
Chapter 8: Factor Models
Chapter 9: Text as Data
Chapter 10: Deep Learning
Appendix: R Primer

Details

Erscheinungsjahr:	2022
Fachbereich:	Management
Genre:	Importe , Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9781266108334
ISBN-10:	1266108335
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Taddy, Matt
Hersteller:	McGraw-Hill Education
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	251 x 202 x 18 mm
Von/Mit:	Matt Taddy
Erscheinungsdatum:	17.05.2022
Gewicht:	0,826 kg