Business Analytics, Volume II
Author | : Amar Sahay |
Publisher | : Business Expert Press |
Total Pages | : 321 |
Release | : 2019-11-08 |
ISBN-10 | : 9781631574801 |
ISBN-13 | : 1631574809 |
Rating | : 4/5 (809 Downloads) |
Download or read book Business Analytics, Volume II written by Amar Sahay and published by Business Expert Press. This book was released on 2019-11-08 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This business analytics (BA) text discusses the models based on fact-based data to measure past business performance to guide an organization in visualizing and predicting future business performance and outcomes. It provides a comprehensive overview of analytics in general with an emphasis on predictive analytics. Given the booming interest in analytics and data science, this book is timely and informative. It brings many terms, tools, and methods of analytics together. The first three chapters provide an introduction to BA, importance of analytics, types of BA-descriptive, predictive, and prescriptive-along with the tools and models. Business intelligence (BI) and a case on descriptive analytics are discussed. Additionally, the book discusses on the most widely used predictive models, including regression analysis, forecasting, data mining, and an introduction to recent applications of predictive analytics-machine learning, neural networks, and artificial intelligence. The concluding chapter discusses on the current state, job outlook, and certifications in analytics.