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Data Mining

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Data Mining: Practical Machine Learning Tools and Techniques
Author: Ian H. Witten, Eibe Frank, Mark A. Hall  Language:
Data Mining: Practical Machine Learning Tools and Techniques Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in r . . . . .
DATA MINING AND ANALYSIS: Fundamental Concepts and Algorithms
Author: MOHAMMED J. ZAKI and WAGNER MEIRA JR.  Language:
This book is an outgrowth of data mining courses at Rensselae r Polytechnic Institute (RPI) and Universidade Federal de Minas Gerais (UFMG); the R PI course has been offered every Fall since 1998, . . . . .
Mining of Massive Datasets
Author: Jure Leskovec, Anand Rajaraman, Jeffrey D. Ullman  Language:
This book evolved from material developed over several year s by Anand Raja- raman and Jeff Ullman for a one-quarter course at Stanford. Th e course CS345A, titled “Web Mining,” was designed as an . . . . .
Principles of Data Mining
Author: David Hand, Heikki Mannila and Padhraic Smyth  Language:
Principles of Data Mining Contents: 1. Fundamentals: Chapters 1 through 4 focus on the fundamental aspects of data and data analysis: introduction to data mining ( chapter 1), measurement (chapter 2), summarizing and visu . . . . .
A Programmer's Guide to Data Mining
Author: Ron Zacharski  Language:
A Programmer's Guide to Data Mining Table of Contents: Chapter 1 Introduction; Chapter 2 Get Started with Recommendation Systems; Chapter 3 Implicit ratings and item-based filtering; Chapter 4 Classification; Chapter 5 Further Explorat . . . . .

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