Essentials of Business Analytics

Edited by Bhimasankaram Pochiraju () and Sridhar Seshadri ()

in International Series in Operations Research and Management Science from Springer, currently edited by Camille C. Price, Joe Zhu and Frederick S. Hillier

Date: 2019
ISBN: 978-3-319-68837-4
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Chapters in this book:

Ch Chapter 1 Introduction

Sridhar Seshadri

Ch Chapter 10 Simulation

Sumit Kunnumkal

Ch Chapter 11 Introduction to Optimization

Milind G. Sohoni

Ch Chapter 12 Forecasting Analytics

Konstantinos Nikolopoulos and Dimitrios Thomakos

Ch Chapter 13 Count Data Regression

Thriyambakam Krishnan

Ch Chapter 14 Survival Analysis

Thriyambakam Krishnan

Ch Chapter 15 Machine Learning (Unsupervised)

Shailesh Kumar

Ch Chapter 16 Machine Learning (Supervised)

Shailesh Kumar

Ch Chapter 17 Deep Learning

Manish Gupta

Ch Chapter 18 Retail Analytics

Ramandeep S. Randhawa

Ch Chapter 19 Marketing Analytics

S. Arunachalam and Amalesh Sharma

Ch Chapter 2 Data Collection

Sudhir Voleti

Ch Chapter 20 Financial Analytics

Krishnamurthy Vaidyanathan

Ch Chapter 21 Social Media and Web Analytics

Vishnuprasad Nagadevara

Ch Chapter 22 Healthcare Analytics

Maqbool (Mac) Dada and Chester Chambers

Ch Chapter 23 Pricing Analytics

Kalyan Talluri and Sridhar Seshadri

Ch Chapter 24 Supply Chain Analytics

Yao Zhao

Ch Chapter 25 Case Study: Ideal Insurance

Deepak Agrawal and Soumithri Mamidipudi

Ch Chapter 26 Case Study: AAA Airline

Deepak Agrawal, Hema Sri Sai Kollipara and Soumithri Mamidipudi

Ch Chapter 27 Case Study: InfoMedia Solutions

Deepak Agrawal, Soumithri Mamidipudi and Sriram Padmanabhan

Ch Chapter 28 Introduction to R

Peeyush Taori and Hemanth Kumar Dasararaju

Ch Chapter 29 Introduction to Python

Peeyush Taori and Hemanth Kumar Dasararaju

Ch Chapter 3 Data Management—Relational Database Systems (RDBMS)

Hemanth Kumar Dasararaju and Peeyush Taori

Ch Chapter 30 Probability and Statistics

Peeyush Taori, Soumithri Mamidipudi and Deepak Agrawal

Ch Chapter 4 Big Data Management

Peeyush Taori and Hemanth Kumar Dasararaju

Ch Chapter 5 Data Visualization

John F. Tripp

Ch Chapter 6 Statistical Methods: Basic Inferences

Vishnuprasad Nagadevara

Ch Chapter 7 Statistical Methods: Regression Analysis

Bhimasankaram Pochiraju and Hema Sri Sai Kollipara

Ch Chapter 8 Advanced Regression Analysis

Vishnuprasad Nagadevara

Ch Chapter 9 Text Analytics

Sudhir Voleti

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DOI: 10.1007/978-3-319-68837-4

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