Description: 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.
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EAN: 9781631574795
UPC: 9781631574795
ISBN: 9781631574795
MPN: N/A
Book Title: Business Analytics, Volume II: A Data Driven Decis
Item Height: 2.1 cm
Item Length: 22.9 cm
Item Weight: 0.52 kg
Item Width: 15.2 cm
Publication Name: Business Analytics, Volume II: a Data Driven Decision Making Approach for Business
Format: Paperback
Language: English
Publisher: Business Expert Press
Subject: Economics, Mathematics, Management
Publication Year: 2019
Type: Textbook
Author: Amar Sahay
Number of Pages: 404 Pages
