Вводная лекция. О курсе АД

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Технические моменты проведения курса. Материалы, оценки, структура.

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  • 1. : .. , , 2013 www.hse.ru

2. http://hse.ru/staff/ignatyev : / email ( , ) / datamine101 ( ) - , , 2013 3. (, , , , ) / , , 2013 4. library.auditory.ru: et al. : OLAP Data Mining. ( ) , . . , , , , , . . Mark Hall, Ian Witten, Eibe Frank. Data Mining: Practical Machine Learning Tools and Techniques, Third Edition. Machinelearning.ru: . . . . .. , , , WEKA, RapidMiner MatLab. Machine Learning by Andrew Ng, Stanford on Coursera wiki.auditory.ru ( ) , , 2013 5. Python + libs (mechanize, BeautifulSoup) JS + libs (CasperJS, PhantomJS) OpenRefine Orange/Weka Data Mining Environments Tableau Public, Bime Analytics Apache Hadoop + Mahout , , 2013 6. (x3) : () , , 2013 7. , , 2013 8. : ( 200 ) LMS (x3) - ( ) ( 2 ) = 0,6 + 0,4 , , 2013 9. : - (// ..) , , 2013 10. (-90%) (-20% /) (-30% / -70%) (-50%) (, -100%) ( -40%) (-10% / -20%) (+ 20% / -20%) ( + 10% / +50%) (+10%) , , 2013 11. Google Docs : 0.1 ( ) 0.2 ( ~200) 0.3 ( (3), ) 0.4 ( , , , ..) , , 2013 12. Google Docs (, ) , , 2013 13. 2 ( ) 1 (1 ) ( 2 ) ( 1 ) 1 , , 2013 14. , , 2013 15. ( , ) , , 2013 16. - , , 2013 17. https://github.com/kyromen/FED (, , ) :-) , , 2013 18. http://public.tableausoftware.com/download/workboo ks/Final_24 :-) , , 2013 19. https://github.com/sigitov/KAP/ - :-), , , 2013 20. . http://wiki.auditory.ru/:__ Mediawiki DBSCAN Orange , , 2013 21. , , 2013