Machine Learning

• Lecture01
  • Perceptron Algorithm
    
    
• Lecture02
  • Law of large numbers and Central limit theorem
    
    
    
• Lecture03
  • BP algorithm to MNIST
    
    
• Lecture04
  • Data fitting
    
    
• Lecture05
  • Logistic Regression, MDS,K-Means and Hierarchical classification
    
    
    
    
    
• Lecture06
  • SVM, Gabor filter and LeNet-5
    
    
    
    
• Lecture07
  • Dynamical system