Tutorials by Raul Rojas

  • A Tutorial Introduction to the Lambda Calculus (PDF)
  • AdaBoost and the Super Bowl of Classifiers: A Tutorial Introduction (PDF)
  • Smallest Universal CPU (PDF)
  • Die Weltformel: Wie man ein Auto einparkt (PDF)
  • Why the normal distributionX (PDF)
  • The Secret Life of the Covariance Matrix (PDF)
  • Mnemonics for the Poisson distribution (PDF)
  • Motivating the Covariance Matrix (PDF)
  • Lucas-Kanade in a Nutshell (PDF)
  • I, Car: The Four Laws of Robtic Cars (PDF)
  • The Keynesian Model in the General Theory: A Tutorial (PDF)
  • Wie man eine Dissertation schreibt (PDF)

 

  • Visualizing Harmonic Transforms (PDF)

 

  • Nearest Neighbors Classifiers (PDF)

 

  • Histograms and Bayes Classifers (PDF)

 

  • The Bias-Variance Dilemma  (PDF)

 

  • The Curse of Dimensionality (PDF)

 

  • The Eightfold Path to Linear Regression (PDF)

 

  • Gaussian Modell Pruning for Linear Regression (PDF)

 

  • Logistic Regression as Soft Perceptron Learning (PDF)