Data Mining for the Masses

Data Mining for the Masses

In Data Mining for the Masses, professor Matt North—a former risk analyst and database developer for eBay.com—uses simple examples, clear explanations and free, powerful, easy-to-use software to teach you the basics of data mining; techniques that can help you answer some of your toughest business questions.

Description
Topics included: Introduction to Data Mining and CRISP-DM 3 • Organizational Understanding and Data Understanding • Data Preparation • Correlation • Association Rules • k-Means Clustering • Discriminant Analysis • Linear Regression • Logistic Regression • Decision Trees • Neural Networks • Text Mining • Evaluation and Deployment • Data Mining Ethics.

Book Details

Author(s): Dr. Matthew North
Publisher: Global Text Project
Published: August
Format(s): PDF
File size: 16.70 MB
Number of pages: 264
Download / View Link(s): PDF | Alternative link








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