/CS229-Spring-2019

Stanford CS229 (Spring 2019) Materials

CS229 (Spring 2019)

Stanford CS229 (Spring 2019) Materials http://cs229.stanford.edu

List

  • Introduction (lecture1_slide.pdf)
  • Supervised Learning, Discriminative Algorithms (cs229-notes1.pdf)
  • Maximum Entropy and Exponential Families (MaxEnt.pdf)
  • Generative Algorithms (cs229-notes2.pdf)
  • Kernel Methods and SVM (cs229-notes3.pdf)
  • Deep learning (cs229-notes-deep_learning.pdf)
  • Backpropagation (backprop.pdf)
  • Learning Theory (cs229-notes4.pdf)