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Mathematics and Computer Science

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Mathematics and Computer Science
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  4. Courses in fall semester 2019
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Slides

01_Introduction.pdf  
02_Examples.pdf  
03_Bayes.pdf 
04_Density_Estimation_1.pdf 
04_Density_Estimation_2_GMMs.pdf 
04_Density_Estimation_3.pdf    
05_Naive_Bayes.pdf  
06_Linear_Classifier.pdf 
07_Logistic_Regression.pdf 
08_Non-Linear_Classifier-1.pdf  
08_Non-Linear_Classifier-2.pdf
      SVM.pdf 
09_Deep-Neural-Networks-1-Introduction.pdf
09_Deep-Neural-Networks-2-Hyperparameters.pdf
09_Deep-Neural-Networks-3-CNN.pdf
09_Deep-Neural-Networks-4-RNN.pdf   
10_DecisionTrees-Forests.pdf  
11_Adaboost.pdf 
     Intro_to_Boosting.pdf
12_Linear_Transformations-1.pdf 
     SVD_NumericalRecipes.pdf 
12_WaveLets_Linear-Transformation-2.pdf  
     Wavelets_for_ComputerGraphics.pdf 
13_ICA.pdf  
14_Templates_and_Deformable-Templates.pdf   


Exercises

hs2019_schedule
ProbabilityTutorial
Exercise-0
Exercise-1
Exercise-2
Exercise-3
Exercise-4
Exercise-5
Exercise-6

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