====== Big Data Analytics ======

  * **Anna Monreale**\\ Università di Pisa, Knowledge Discovery and Data Mining Lab\\ [[anna.monreale@unipi.it]]


====== Textbooks ======

  * Slides (see Calendar).

  * Berthold, M.R., Borgelt, C., Höppner, F., Klawonn, F. **GUIDE TO INTELLIGENT DATA ANALYSIS.** Springer Verlag, 1st Edition., 2010. ISBN 978-1-84882-259-7

  * Pang-Ning Tan, Michael Steinbach, Vipin Kumar. //Introduction to Data Mining//. Addison Wesley, ISBN 0-321-32136-7, 2006
    * [[http://www-users.cs.umn.edu/~kumar/dmbook/index.php]]


====== Reading about the "data analyst" job ======

  * Data, data everywhere. The Economist, Feb. 2010 {{:dm:economist--010.pdf|download}}
  * Data scientist: The hot new gig in tech, CNN & Fortune, Sept. 2011 [[http://tech.fortune.cnn.com/2011/09/06/data-scientist-the-hot-new-gig-in-tech/|link]]
  * Welcome to the yotta world. The Economist, Sept. 2011 {{:dm:economist-2012-dm.pdf|download}}

====== Topics and Material  ======

 Topic ^ Slides ^ Code and Data 
|01.   | Introduction to Big Data and Data Understanding| {{ :dm:introduction-du-bigdata.pdf |}}| {{ :dm:tips_data_understanding.ipynb.zip |}} {{ :dm:tipsdata.zip |}}|
|02.   | Big data Technologies: Clustering| {{ :dm:dataminingtech.pdf |}}|{{ :dm:tips_clustering.ipynb.zip |}} |
|03.   | Big data Technologies: Classification| | {{ :dm:tips-classification.ipynb.zip |}}|
|04.   | Big data Technologies: Patterns | | {{ :dm:ex_pattern_python.zip |}}|