guidetodatamining.com - The Ancient Art of the Numerati

Description: A free book on data mining and machien learning

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Chapters 1: Introduction 2: Recommendation systems 3: Item-based filtering 4: Classification 5: More on classification 6: Naïve Bayes 7: Unstructured text 8: Clustering

A guide to practical data mining, collective intelligence, and building recommendation systems by Ron Zacharski . This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License . It is available as a free download under a Creative Commons license. You are free to share the book, translate it, or remix it.

Before you is a tool for learning basic data mining techniques. Most data mining textbooks focus on providing a theoretical foundation for data mining, and as result, may seem notoriously difficult to understand. Don’t get me wrong, the information in those books is extremely important. However, if you are a programmer interested in learning a bit about data mining you might be interested in a beginner’s hands-on guide as a first step. That’s what this book provides. This guide follows a learn-by-doing appr

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