Data Mining Books at Amazon using ScraperWiki

Below is comprehensive list of Data Mining books at Amazon.com website which I scraped using ScraperWiki (free online data scraper shared with the world).

1. Data Mining: Practical Machine Learning Tools and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems)
2. Data Mining: Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems)
3. Introduction to Data Mining
4. Handbook of Statistical Analysis and Data Mining Applications
5. Data Analysis with Open Source Tools
6. Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites
7. Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management
8. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
9. Data Mining with R: Learning with Case Studies (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
10. Data Analysis Using SQL and Excel
11. Data Mining: Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems)
12. Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner
13. Head First Data Analysis: A Learner’s Guide to Big Numbers, Statistics, and Good Decisions
14. Data Mining Techniques in CRM: Inside Customer Segmentation
15. Data Mining with Microsoft SQL Server 2008
16. Principles of Data Mining (Undergraduate Topics in Computer Science)
17. Mastering Data Mining: The Art and Science of Customer Relationship Management
18. Data-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know
19. Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics)
20. Handbook of Statistical Analysis and Data Mining Applications
21. Data Mining: A Tutorial Based Primer
22. Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition
23. Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis
24. Data Mining: Concepts, Models, Methods, and Algorithms
25. Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)
26. Principles of Data Mining (Adaptive Computation and Machine Learning)
27. Data Mining Cookbook: Modeling Data for Marketing, Risk and Customer Relationship Management
28. Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)
29. Programming Collective Intelligence: Building Smart Web 2.0 Applications
30. Beautiful Data: The Stories Behind Elegant Data Solutions
31. Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management
32. Principles and Theory for Data Mining and Machine Learning (Springer Series in Statistics)
33. Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)
34. Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining
35. Intelligent Data Analysis
36. Beautiful Visualization: Looking at Data through the Eyes of Experts (Theory in Practice)
37. The Top Ten Algorithms in Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
38. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations (The Morgan Kaufmann Series in Data Management Systems)
39. 21 Recipes for Mining Twitter
40. Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery (Use R)
41. Data Mining Using SAS Enterprise Miner: A Case Study Approach
42. Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies
43. Discovering Knowledge in Data: An Introduction to Data Mining
44. Practical Applications of Data Mining
45. Data Mining: Introductory and Advanced Topics
46. Mining the Web: Discovering Knowledge from Hypertext Data
47. How to Measure Anything: Finding the Value of Intangibles in Business
48. Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (Synthesis Lectures on Data Min)
49. Data Analysis with Open Source Tools
50. Modern Data Warehousing, Mining, and Visualization: Core Concepts
51. A Practitioner’s Guide to Resampling for Data Analysis, Data Mining, and Modeling
52. Data Mining Methods and Models
53. Text Mining Application Programming (Charles River Media Programming)
54. Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications
55. Temporal Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
56. Microsoft® SQL Server 2008 R2 Analytics & Data Visualization
57. Data Analysis Using SQL and Excel
58. Data Mining and Machine Learning in Cybersecurity
59. Data Preparation for Data Mining Using SAS (The Morgan Kaufmann Series in Data Management Systems)
60. Data Preparation for Analytics Using SAS (SAS Press)
61. Practical Data Mining
62. Clinical Data-Mining: Integrating Practice and Research (Pocket Guides to Social Work Research Methods)
63. Business Intelligence: Data Mining and Optimization for Decision Making
64. Text Mining: Applications and Theory
65. Data Mining Methods for the Content Analyst: An Introduction to the Computational Analysis of Content (Routledge Communication Series)
66. Introduction to Business Data Mining
67. Mining the Social Web
68. Data Mining for Genomics and Proteomics: Analysis of Gene and Protein Expression Data (Wiley Series on Methods and Applications in Data Mining)
69. Hadoop: The Definitive Guide
70. Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
71. Functional Data Analysis with R and MATLAB (Use R)
72. Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)
73. Data Mining and Knowledge Discovery Handbook (Springer series in solid-state sciences)
74. Matrix Methods in Data Mining and Pattern Recognition (Fundamentals of Algorithms)
75. Data Mining the Web: Uncovering Patterns in Web Content, Structure, and Usage
76. Practical Text Mining with Perl (Wiley Series on Methods and Applications in Data Mining)
77. Predictive Data Mining: A Practical Guide (The Morgan Kaufmann Series in Data Management Systems)
78. Data Warehousing For Dummies
79. The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data
80. Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis
81. Data Warehousing Essentials (ABC’s of Data Warehousing & Data Mining)
82. Investigative Data Mining for Security and Criminal Detection
83. Handbook of Educational Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
84. Data Mining: Multimedia, Soft Computing, and Bioinformatics
85. Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications
86. Music Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
87. Making Sense of Data III: A Practical Guide to Designing Interactive Data Visualizations
88. Data Mining and Business Intelligence: A Guide to Productivity
89. Social Network Data Analytics
90. Data Mining and Knowledge Discovery with Evolutionary Algorithms
91. Beautiful Data
92. Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms
93. Exploratory Data Mining and Data Cleaning
94. Biological Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
95. Data Mining and Uncertain Reasoning: An Integrated Approach
96. Microsoft PowerPivot for Excel 2010: Give Your Data Meaning
97. Applied Data Mining for Business and Industry (Statistics in Practice)
98. Discovering Data Mining: From Concept to Implementation
99. Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel(R) with 100.
100. XLMiner(TM) + Making Sense of Data Set
101. Introduction to Clustering Large and High-Dimensional Data
102. Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining
103. Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications (Springer Optimization and Its Applications)
104. International Journal of Data Mining and Bioinformatics
105. Building Data Mining Applications for CRM
106. Visual Data Mining: Techniques and Tools for Data Visualization and Mining
107. Text Mining: Predictive Methods for Analyzing Unstructured Information
108. Microsoft Data Mining: Integrated Business Intelligence for e-Commerce and Knowledge Management
109. Java Data Mining: Strategy, Standard, and Practice: A Practical Guide for architecture, design, and implementation (The Morgan Kaufmann Series in Data Management Systems)
110. Mining the Talk: Unlocking the Business Value in Unstructured Information
Minecraft Foam Pickaxe
111. Data Mining Powerpoint Templates – Data Mining Powerpoint Background – Data Mining PPT Templates
Business Modeling and Data Mining (The Morgan Kaufmann Series in Data Management Systems)
112. Mining the Web: Transforming Customer Data into Customer Value
113. Scientific Data Mining: A Practical Perspective
114. Data Mining Cookbook: Modeling Data for Marketing, Risk, and Customer Relationship Management (Datawarehousing)
115. Applying and evaluating models to predict customer attrition using data mining techniques.: An article from: Journal of Comparative International Management
116. Research and Development in Knowledge Discovery and Data Mining: Second Pacific-Asia Conference, PAKDD’98, Melbourne, Australia, April 15-17, 1998, Proceedings
117. Research and Trends in Data Mining Technologies and Applications
118. Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)
119. Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing)
120. Information-Statistical Data Mining: Warehouse Integration with Examples of Oracle Basics (The Springer International Series in Engineering and Computer Science)
121. Spatial and Spatiotemporal Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
122. Statistical Analysis of Network Data: Methods and Models (Springer Series in Statistics)
123. Data Mining for Design and Manufacturing: Methods and Applications
124. Introduction to Data Technologies (Chapman & Hall/CRC Computer Science & Data Analysis)
125. Data Clustering in C++: An Object-Oriented Approach (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
126. Data Mining Using SAS Enterprise Miner:
127. Advances in Machine Learning and Data Mining for Astronomy (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
128. Grouping Multidimensional Data: Recent Advances in Clustering
129. Algorithms of the Intelligent Web
130. Social Computing: A Data Mining Perspective (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
131. Agents and Data Mining: Interaction and Integration (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
132. Spectral Feature Selection for Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
133. Cluster Effects in Mining Complex Data
134. Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends
135. Data Mining: Foundations and Intelligent Paradigms: Volume 3: Medical, Health, Social, Biological and other Applications (Intelligent Systems Reference Library)

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26 Keywords for Data Mining?

It is interesting to note that Paul McFedries has described 26 words for data mining in his article at IEEE Spectrum. Below is a list of the words and their links to Wikipedia for your reading.

  1. knowledge engineers
  2. data preprocessing
  3. data warehouse
  4. data mart
  5. data cleansing
  6. dirty data
  7. noise
  8. knowledge discovery
  9. diapers and beer (seriously!)
  10. pattern mining
  11. association rules
  12. text mining
  13. audio mining
  14. audio indexing
  15. image mining
  16. video mining
  17. spatial mining
  18. geospatial mining
  19. crowd mining
  20. web mining
  21. data dredging
  22. data fishing
  23. data snooping
  24. automated data mining
  25. ??
  26. ??
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Python Data Mining Resources

Python for data mining has been gaining some interest from data miner community due to its open source, general purpose programming and web scripting language. Below are some resources to kick start doing data mining using Python:

The Python Tutorial (updated ver 2.7) – read this manual first!
Orange – an open source data visualization/data analysis/data mining through visual programming or Python scripting.
Scrapy – fast high-level screen scraping and web crawling framework, used to crawl websites and extract structured data from web pages, completely written in Python. Use this to get any raw data from any site for data mining purposes.
Data Mining in Python – a collection of libraries useful for machine learning and data mining especially in clustering and supervised learning.
Pattern – a web mining module for the Python programming language. It contains tools for data retrieval, text analysis and data visualization and comes with over 30 sample scripts.

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Data Analytics News

Mzinga OmniSocial to Power World’s First Online Community for Big Data Analytics – Benzinga

Mzinga OmniSocial to Power World’s First Online Community for Big Data Analytics
Benzinga
Mzinga ® (http://www.mzinga.com), the leader in social intelligence solutions, services, and analytics for business, today announced that Teradata, the world’s largest company focused on big data analytics and data warehousing, has selected the Mzinga …
Mzinga OmniSocial to Power World’s First Online Community for Big Data AnalyticsBusiness Wire (press release)
all 6 news articles »
Experian Marketing Services Launches New Consumer Economic Barometer – Stockhouse

Experian Marketing Services Launches New Consumer Economic Barometer
Stockhouse
Experian Marketing Services, a leading provider of data, analytics and marketing technologies to help organizations target and engage their customers more effectively, today launched the Experian Consumer Expectation Index. Marketers now have access to …
Experian Marketing Services Launches New Consumer Economic BarometerPR Newswire (press release)
all 7 news articles »
The International ACM Knowledge Discovery and Data Mining Conference Brings … – San Francisco Chronicle (press release)

The International ACM Knowledge Discovery and Data Mining Conference Brings …
San Francisco Chronicle (press release)
For the first time, the conference also includes an Industry Practice Expo, a brand new track of invited talks from leading experts, who have developed and deployed successful, large-scale predictive analytics and data mining systems in their …
and more »
More uses seen on the horizon for content and text analytics tools – SearchDataManagement.com

More uses seen on the horizon for content and text analytics tools
SearchDataManagement.com
“Text and speech analytics will become ubiquitous,” Herschel predicted. Reading ‘the face of the customer’ through video analytics? Perhaps the most far-off type of unstructured data analytics is video and image analytics. Images are hard enough for a …
Wharton Research Data Services Announces the Addition of the WRDS SEC … – SunHerald.com

Wharton Research Data Services Announces the Addition of the WRDS SEC …
SunHerald.com
PHILADELPHIA — The Wharton School of the University of Pennsylvania announced today that Wharton Research Data Services (WRDS) has created the WRDS SEC Analytics Suite, allowing for researchers to effortlessly retrieve and export customized subsets of …
Wharton Research Data Services Announces the Addition of the WRDS SEC …Business Wire (press release)
all 8 news articles »
SAS’ ‘Big Analytics’ Tackles Big Data, Speeds Problem Solving – Insurance News Net (press release)

SAS’ ‘Big Analytics‘ Tackles Big Data, Speeds Problem Solving
Insurance News Net (press release)
“We rely on SAS to handle Expedia’s big data. SAS predictive analytics and data mining analyze nearly 200 terabytes of customer and clickstream data in our data warehouse. Customers need a reason to do business with Expedia. Analytic insights help us …
and more »
Zettaset raises $3M for large-scale data analytics – VatorNews

VatorNews

Zettaset raises $3M for large-scale data analytics
VatorNews
Founded in 2007, the business intelligence company focuses on providing large-scale data analytics services for the enterprise via the open-source platform Hadoop. The company’s new name, Zettaset, is a play on Zettabyte, which is one million petabytes …
Zettaset raises $3M for the consumerization of big dataGigaOm
GOTO Metrics Inks $3MPrivate Equity Hub (press release)
GOTO Metrics raises $3M, relaunches as ZettasetSan Jose Business Journal
EON: Enhanced Online News (press release)
all 13 news articles »
Public sector can make big savings through smart data usage – The Guardian

Public sector can make big savings through smart data usage
The Guardian
In their latest report, the business advisory firm outlines the need for the public sector to tighten up its use of data to drive down organisational costs and improve service efficiency. Deloitte found that data analytics – in particular predictive …
Data analytics ‘can bring down costs’Public Finance
all 2 news articles »
Data Analytics The Next Big Thing For India Inc: Pramod Haque – VC Circle

Data Analytics The Next Big Thing For India Inc: Pramod Haque
VC Circle
BY TEAM VCC The next set of innovation for India Inc. will revolve around the ‘Big Data’ or data analytics, according to Pramod Haque, managing partner at the US-based venture capital firm Norwest Venture Partners. Speaking at the recently concluded …
and more »
Sybase & Gartner: democracy needed in data warehouse analytics – ComputerWeekly.com (blog)

Sybase & Gartner: democracy needed in data warehouse analytics
ComputerWeekly.com (blog)
So then, we need to bring more democracy to data warehouse analytics I suppose. Also in the mix with this news announcement is the use of Sybase IQ PlexQ technology. This offering dynamically balances query workloads across nodes on the grid for …
Sybase announces availability of Sybase IQ 15.3 with PlexQ technologyistockAnalyst.com (press release)
all 2 news articles »

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