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The exercise courses will be held on:

Tuesdays 12:15 - 13:45  (0.154-115)
Fridays 08:15 - 09:45

Both courses will cover the same topics. No registration is required.

If there are any questions or problems regarding the exercises that could not be clarified within the courses, feel free to come by or write a mail to Opens window for sending emailPeter or Opens window for sending emailShiyang.

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The exercises will start October 14th, 2014.

Any information regarding the exercises and the assignments will be given in the first lecture or exercise.


  • 12.12.2014
    There will be no exercises on 23.12.2014 due to close-down of the university and on 09.01.2015, because it is not possible to do an exercise the Tuesday before.
  • 16.10.2014
    MATLAB is available in the CIP pools at the university. Unfortunately, we can not provide a license for your personal computers.
    If you are a beginner in MATLAB, the official MATLAB getting Opens external link in new windowstarted guide is really helpful.
  • 06.10.2014
    The classification toolbox is now available for download: Initiates file downloadZIP

    We will use it to implement some of the algorithms.
    Authentication information will be distributed in the first exercise.


Exercise Date Sheet Solutions
0    Introduction  14./17.10.2014 Initiates file downloadpdf
1    kNN and Bayes  21./24.10.2014 Initiates file downloadpdf
2    Maximum Likelihood Estimation  28./31.10.2014 Initiates file downloadpdf
3    Naive Bayes and Gaussian Classi er  04./07.11.2014 Initiates file downloadpdf
4    Feature Transforms  11./14.11.2014

Initiates file downloadpdf

Initiates file downloadPCA

5    Fischer Transform and Norms  18./21.11.2014

Initiates file downloadpdf

6    Perceptron and MLP  25./28.11.2014

Initiates file downloadpdf

7    Regression  02./05.12.2014

Initiates file downloadpdf

Initiates file downloadlinefitting.m
8    Optimization  09./12.12.2014

Initiates file downloadpdf

Initiates file downloadoptimization.m

9    Support Vector Regression  16./19.12.2014

Initiates file downloadpdf


10    Support Vector Machine  13./16.01.2015 Initiates file downloadpdf
11    Kernel SVM and EM  20./23.01.2015

Initiates file downloadpdf

Initiates file downloadkmeans.m

Initiates file downloadKernelSVMData.m


12    Refresher  27./30.01.2015

Initiates file downloadpdf