Modern Business Analytics ISE
Seiten
2022
McGraw-Hill Education (Verlag)
978-1-266-10833-4 (ISBN)
McGraw-Hill Education (Verlag)
978-1-266-10833-4 (ISBN)
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.
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.
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
Erscheinungsdatum | 18.03.2022 |
---|---|
Zusatzinfo | 400 Illustrations |
Verlagsort | OH |
Sprache | englisch |
Gewicht | 807 g |
Themenwelt | Wirtschaft ► Betriebswirtschaft / Management |
ISBN-10 | 1-266-10833-5 / 1266108335 |
ISBN-13 | 978-1-266-10833-4 / 9781266108334 |
Zustand | Neuware |
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