Reading Group - 2017 Fall Semester

Machine Learning - Matrix Analysis

Time & Location

  • 4 pm every Sunday

    • Reference Books

  • Kevin P. Murphy. Machine Learning - A Probabilistic Perspective. MIT Press, 2012.
  • Christopher M. Bishop. Pattern Recognition and Machine Learning. Springer, 2013.
  • Zhang, Xian-Da. Matrix analysis and applications. Cambridge University Press, 2017.

    • Schedule & Notes

    Date Track Content Reference Notes
    2017.09.24 Matrix Matrix intro Ch1.1-Ch1.8 Note
    2017.10.01 Machine Learning Basis of ML, Probability distribution Ch1, Ch2 Note
    2017.10.08 Machine Learning Probability distribution PRML2.1 - PRML2.3