702827 Seminar: Elements of Statistical Learning: Data Mining, Inference and Prediction

summer semester 2014 | Last update: 12.02.2014 Place course on memo list
702827
Seminar: Elements of Statistical Learning: Data Mining, Inference and Prediction
SE 2
5
weekly
every 2nd year
German

Graduates are able to recognize statistical learning problems, to model and analyzed them mathematically, and to solve them numerically.

In this seminar we discuss concepts of statistical learning. There, a main task is the determination of a prediction Y = Y (X) from knowledge of the input X and some training data (observed values ​​of input/output). Practical examples are the prediction of e-mail spam, pattern recognition, or object classification.

Regular contributions of the participants.

Continuous assessment based on regular written and/or oral contribution by participants.

In this seminar, we closely follow the book T. Hastie, R. Tibshirani, and J. Friedman (2009): "The Elements of Statistical Learning Data Mining, Inference, and Prediction", Second Edition. Online available at http://statweb.stanford.edu/~tibs/ElemStatLearn/

not applicable
05.03.2014
Group 0
Date Time Location
Mon 2014-03-03
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-03-10
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-03-17
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-03-24
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-03-31
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-04-07
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-04-28
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-05-05
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-05-12
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-05-19
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-05-26
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-06-02
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-06-16
12.15 - 14.00 SR Container 1 SR Container 1
Mon 2014-06-23
12.15 - 14.00 SR Container 1 SR Container 1