Business Analytics: The Science of Data-driven Decision Making

✍ Scribed by U. Dinesh Kumar

Tongue: English
Leaves: 738
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Written with the aim of becoming the primary resource for students of business analytics, this book provides a holistic perspective of analytics with theoretical foundations and applications of the theory using examples across several industries.

✦ Table of Contents

Cover
Preface
Acknowledgments
Contents
Chapter 1_Introduction to Business Analytics
Chapter 2_Foundations of Data Science Descriptive Analytics
Chapter 3_Introduction to Probability
Chapter 4_Sampling and Estimation
Chapter 5_Confidence Intervals
Chapter 6_Hypothesis Testing
Chapter 7_Analysis of Variance
Chapter 8_Correlation Analysis
Chapter 9_Simple Linear Regression
Chapter 10_Multiple Linear Regression
Chapter 11_Logistic Regression
Chapter 12_Decision Trees
Chapter 13_Forecasting Techniques
Chapter 14_Clustering
Chapter 15_Prescriptive Analytics
Chapter 16_Stochastic Models
Chapter 17_Six Sigma
Appendix Statistical
Bibliography
Index

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