computing + statistics = data sciencedimacs.rutgers.edu/~graham//pubs/slides/datsciout.pdf · 10...
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Computing + Statistics =
Data Science
Dr Graham Cormode
Data Science: “What can we do with
all this data?”
10 minutes of data analysis
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Like Rihanna --> Like Adele (81%) Like Muse --> Dislike Justin Bieber (88%) Dislike One Direction --> Dislike Justin Bieber (97%) Dislike One Direction --> Like Muse (56%)
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Like Muse --> Like Curry (79%) Like Rihanna --> Dislike Marmite (68%) Like Taylor.Swift --> Dislike Tofu (64%)
Like Daft Punk --> Like Chips (97%) Like Mumford and Sons --> Like Curry (93%) Like Ryvita --> Dislike Justin.Bieber (89%)
http://xkcd.com/552/
What are the big questions?
Healthcare
What are the tools?
• Foundations – Maths
– Computer Science
– Statistics
– Sociology
• Concepts – Machine learning/AI
– Data mining
– Software Engineering: Big data
• A Very Short History Of Data Science http://www.forbes.com/sites/gilpress/2013/05/28/a-very-short-history-of-data-science/ Data Scientist: The Sexiest Job of the 21st Century http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century/ The role of Statistics in the Higgs Boson discovery http://blog.revolutionanalytics.com/2012/07/discovering-the-higgs-boson-with-statistics.html
Lots more information online
Questions?
top related