Data Mining for Business Analytics

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Science (General)
Data Mining for Business Analytics

Data Mining for Business Analytics

Name: Data Mining for Business Analytics
ISBN: 9781119549864

Galit Shmueli & Peter C. Bruce & Peter Gedeck & Nitin R. Patel [Shmueli, Galit & Bruce, Peter C. & Gedeck, Peter & Patel, Nitin R.]

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Data Mining for Business Analytics: Concepts, Techniques, and Applications in Pythonpresents an applied approach to data mining concepts and methods, using Python software for illustration

Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems and opportunities.

This is the sixth version of this successful text, and the first using Python. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes:

A new co-author, Peter Gedeck, who brings both experience teaching business analytics courses using Python, and expertise in the application of machine learning methods to the drug-discovery process
A new section on ethical issues in data mining
Updates and new material based on...

Thể loại:

Science (General)

Năm:

2019

Nhà xuát bản:

Wiley

Ngôn ngữ:

english

ISBN 10:

1119549868

ISBN 13:

9781119549864