What is http://www.quora.com/What-is-data-science data science?
Http://www.quora.com/How-do-I-become-a-data-scientist how can I become a data scientist?
Http://www.quora.com/Data-Science/How-does-data-science-differ-from-traditional-statistical-analysis How does the scientific data differ from the traditional statistical analysis?
Course
HTTP://STATISTICS.BERKELEY.EDU/CLASSES/S133/Computational data concept, Berkeley
http://www.cs.berkeley.edu/~jordan/courses/294-fall09/Practical Machine Learning, Berkeley
http://inst.eecs.berkeley.edu/~cs188 AI Berkeley
Http://vis.berkeley.edu/courses/cs294-10-sp11/wiki/index.php/CS294-10_Visualization Visualization, Berkeley
http://courses.ischool.berkeley.edu/i290-dma/s12/doku.php Intelligent Business Services for data Mining and analytics, Berkeley
HTTP://COURSES.ISCHOOL.BERKELEY.EDU/I296A-DSA/S12 Data Science and Analysis: Thought leader, Berkeley
http://ml-class.org/machine learning, Stanford University
Computational data of the http://www-stat.stanford.edu/~naras/stat290 paradigm, Stanford University
Http://www.stanford.edu/class/cs246/cs246-11-mmds Mining Large datasets, Stanford University
Https://graphics.stanford.edu/wikis/cs448b-10-fall data Visualization, Stanford University
http://www.stanford.edu/class/cs369m/massive data set analysis, Stanford University's algorithm
http://hci.stanford.edu/courses/cs448g/Interactive data analysis, research topics at Stanford University
http://www.stanford.edu/class/stats202/data Mining, Stanford University
http://www.cs.cmu.edu/~epxing/Class/10701/lecture.html machine learning, debt instruments Central clearing system
http://www.stat.cmu.edu/~cshalizi/statcomp/statistical calculation, central clearing system for debt instruments
http://malt.ml.cmu.edu/mw/index.php/Syllabus_for_Machine_Learning_with_Large_Datasets_10-605_in_Spring_2012 For machine learning for large datasets, the central clearing system for debt instruments
http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/ Index.htm machine Learning, MIT
http://ocw.mit.edu/courses/sloan-school-of-management/15-062-data-mining-spring-2003/Data Mining, MIT
http://www.mit.edu/~9.520/Statistical learning theory and application, MIT
http://dataiap.github.com/dataiap/Data Literacy, MIT
https://wiki.engr.illinois.edu/display/cs412 Data Mining, UIUC
http://work.caltech.edu/telecourse.html data, California Institute of Technology Study
http://itunes.apple.com/us/itunes-u/statistics-110-introduction/id495213607 Statistical Introduction, Harvard University, USA
Http://www.umiacs.umd.edu/~jimmylin/cloud-2010-Spring data-intensive information processing applications, University of Maryland
http://www.cs.columbia.edu/~coms699812/processing massive amounts of data, Colombia
http://jakehofman.com/ddm/data-driven modeling, Colombia
http://www.cc.gatech.edu/~agray/4245fall10/Data Mining and Analysis, Georgia Institute of Technology
HTTP://WWW.CC.GATECH.EDU/~AGRAY/6740FALL09 Computational Data analysis: Machine learning and Big Foundation, Georgia Institute of Technology
http://had.co.nz/stat480/Iowa State University applied Statistical Computing,
http://had.co.nz/stat645/Visualization of data
http://www.cs.nyu.edu/courses/spring08/G22.3033-003/index.html Data Warehouse and data mining, NYU
Http://chem-eng.utoronto.ca/~datamining/DataMiningCourse.htm Data mining technology in engineering, Toronto
http://sli.ics.uci.edu/Classes/2011W-178 machine learning and data mining, University of California, Irvine
Knowledge discovery of http://users.csc.calpoly.edu/~dekhtyar/466-Fall2010/data, Carpoli
http://ttic.uchicago.edu/~gregory/courses/LargeScaleLearning/a large University of Chicago study,
http://www.cise.ufl.edu/class/cis6930fa11lad/Data Science: Large-scale advanced data analysis, University of Florida, USA
http://uni-leipzig.de/~strimmer/lab/courses/ss09/current-topics/Statistical data analysis of the Universitat Leipzig strategy
Seminar
http://strataconf.com/strata2011/public/schedule/detail/17164 Data training camp, stratum 2011
Http://learning.stat.purdue.edu/mlss/mlss/start 2011, Purdue University's machine learning Summer School
http://lookingatdata.com/Understanding Data
Books
HTTP://WWW.AMAZON.COM/COMPETING-ANALYTICS-NEW-SCIENCE-WINNING/DP/1422103323/Competition Analysis
http://www.amazon.com/Analytics-Work-Smarter-Decisions-Results/dp/1422177696 Google Analytics (analytics) work
HTTP://WWW.AMAZON.COM/SUPER-CRUNCHERS-THINKING-NUMBERS-SMART/DP/0553805401 Super Statistician
Http://www.amazon.com/Numerati-Stephen-Baker/dp/0547247931/The Numerati
http://www.amazon.com/Data-Driven-Profiting-Important-Business/dp/1422119122/Data-driven
http://oreilly.com/catalog/0636920018254/Data Source Manual
HTTP://OREILLY.COM/CATALOG/9780596529321/Collective Intelligence Programming
http://oreilly.com/catalog/0636920010203 Mining social networks
http://oreilly.com/catalog/9780596802363/data analysis and open source tools
http://oreilly.com/catalog/9780596514556/Visualizing data
Visual display of quantitative information of Http://www.edwardtufte.com/tufte/books_vdqi
Http://www.edwardtufte.com/tufte/books_ei Outlook information
Http://www.edwardtufte.com/tufte/books_visex Visual Description: Picture and quantity, evidence and narrative
Http://www.edwardtufte.com/tufte/books_be Beautiful evidence
http://www.greenteapress.com/thinkstats/Thinking Statistics
Http://www.amazon.com/Analysis-Regression-Multilevel-Hierarchical-Models/dp/052168689X Data regression analysis and multilevel/hierarchical model
http://www.amazon.com/gp/product/0195152964/Application of longitudinal data analysis
Research design of http://www.amazon.com/Design-Observational-Studies-Springer-Statistics/dp/1441912126/observation
http://www.amazon.com/Statistical-Rules-Thumb-Probability-Statistics/dp/0470144483/Statistical Thumb Rule
HTTP://WWW.AMAZON.COM/ALL-STATISTICS-STATISTICAL-INFERENCE-SPRINGER/DP/1441923225/Statistics
HTTP://WWW.AMAZON.COM/HANDBOOK-STATISTICAL-ANALYSES-USING-SECOND/DP/1420079336/statistical analysis using the R Handbook
Mathematical Statistics and data analysis of http://www.amazon.com/Mathematical-Statistics-Analysis-Duxbury-Advanced/dp/0534399428/
http://www.amazon.com/Elements-Statistical-Learning-Prediction-Statistics/dp/0387848576/Elements of statistical learning
http://www.amazon.com/Counterfactuals-Causal-Inference-Principles-Analytical/dp/0521671930/Causal reasoning contrary to fact
Http://infolab.stanford.edu/~ullman/mmds/book.pdf Mining Massive data sets
http://www.amazon.com/Data-Analysis-Learned-Probability-Statistics/dp/1118010647 Data analysis: What you can learn from the last 50 years
http://www.amazon.com/Bias-Causation-Comparisons-Probability-Statistics/dp/0470286393 prejudice and causal relationship
http://www.amazon.com/Regression-Modeling-Strategies-Frank-Harrell/dp/0387952322 Regression Modeling Strategy
HTTP://WWW.AMAZON.COM/PROBABLY-NOT-PREDICTION-PROBABILITY-STATISTICAL/DP/0470184019 may not
HTTP://WWW.AMAZON.COM/STATISTICS-PRINCIPLED-ARGUMENT-ROBERT-ABELSON/DP/0805805281/Statistics in principle controversy
The practice of http://www.amazon.com/gp/product/0691057826/data analysis
Video
Http://www.ted.com/talks/lies_damned_lies_and_statistics_about_tedtalks.html lies, damn lies and statistics
Statistics of http://www.gapminder.org/videos/the-joy-of-stats/Hi
Age data in http://datajournalism.stanford.edu/News
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A summary of data mining and machine learning courses for 18 schools in North America