Data science (aka Data mining)

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Mining of Massive Datasets

Mining of Massive Datasets
www.cs.dartmouth.edu/~ac/Teach/CS85-Fall09/Notes/lecnotes.pdf
Visualization

Toolboxes

Datasets

Google Data Science tools

Data pre-processing and cleansing

oluolu - Project Hosting on Google Code oluolu - Project Hosting on Google Code Oluolu is a open source query log mining tool which works on Hadoop. This tool provides resources to add new features to search engines. Concretely Oluolu supports automatic dictionary creation such as spelling correction, context queries or frequent query n-grams from query log data. The dictionaries are applied to search engines to add features such as 'did you mean' or 'related keyword suggestion' service in search engines. 2011-11-16 oluolu 0.2.1 released
Pattern | CLiPS

Pattern | CLiPS

Pattern is a web mining module for the Python programming language. It has tools for data mining (Google, Twitter and Wikipedia API, a web crawler, a HTML DOM parser), natural language processing (part-of-speech taggers, n-gram search, sentiment analysis, WordNet), machine learning (vector space model, clustering, SVM), network analysis and <canvas> visualization. The module is free, well-document and bundled with 50+ examples and 350+ unit tests. Download Installation Pattern is written for Python 2.5+ (no support for Python 3 yet).
Special Online Collection: Dealing with Data