WebThe Stanford University InfoLab WebAs a Stanford graduate with Computer Science Masters & Philosophy Bachelors degrees, my background serves as a bridge between quantitative computational analysis and qualitative strategic reasoning.

cs246.stanford

WebStanford University WebStanford CS345A: Data Mining The class will be next offered in Winter 2011. The new course number is CS246. See http://cs246.stanford.edu for more info. CS345A: Data Mining Winter 2010 Course information: Instructors: Jure Leskovec Office Hours: Wednesdays 9-10am, Gates 418 Anand Rajaraman lithuania founded

cs246.stanford

Web24 rows · For external enquiries, personal matters, or in emergencies, you can email us at [email protected]. Academic accommodations : If you need an … WebCS246 Mining Massive Data Sets Winter 2015 The course will discuss data mining and machine learning algorithms for analyzing very large amounts of data. The emphasis will be on Map Reduce as a tool for creating parallel algorithms that can process very large amounts of data. WebTask: Given data (X,Y) build a model f to predict Y’based on X’ Strategy: Estimate =𝒇 on ( , ). Hope that the same 𝒇( )also works to predict unknown ’ The “hope”is called generalization Overfitting: If f(x) predicts Y well but is unable to predict Y’ We want to build a model that generalizes well to unseen data lithuania gasoline shortage