Business intelligence and data mining

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

Data Analytics and Data-based Decision-making are hot topics now. Big Data has entered the common parlance. Many kinds of data are generated by business, social media, machines, and more. Organizations have a choice: they can be buried under the avalanche of data, or they can do something with it to increase competitive advantage. A new field of Data Science is born, and Data Scientist has been called the sexiest job of the decade. Students across a variety of academic departments, including business, computer science, statistics, and engineering are attracted to the idea of discovering new insights and ideas from data. This is a proposal for a short and lucid book on this whole area. It is designed to provide a student with the intuition behind this evolving area, along with a solid toolset of the major data mining techniques and platforms, all within a single semester- or quarter-long course

Author(s): Maheshwari, Anil
Series: Big data and business analytics collection
Edition: First edition
Publisher: Business Expert Press
Year: 2015

Language: English
Pages: 180
Tags: Информатика и вычислительная техника;Искусственный интеллект;

Content: 1. Wholeness of business intelligence and data mining --
2. Business intelligence concepts and applications --
3. Data warehousing --
4. Data mining --
5. Decision trees --
6. Regression --
7. Artificial neural networks --
8. Cluster analysis --
9. Association rule mining --
10. Text mining --
11. Web mining --
12. Big data --
13. Data modeling primer --
Additional resources --
Index.