Useful Links

• Some Math and Probability Stuffs

  • Probability review from Berkeley CS188

  • The conjugate prior page from Wikipedia (include nice tables)

  • Visualizing the Lagrange Multiplier Method

• Python Materials

  • Dive into Python

  • Python and Numpy tutorial by Justin Johnson

  • Numpy for Matlab users

  • Machine Learing with Python

  • Springboard Machine Learning Course in Python

• Packages

  • LEA

  • PYRO

  • Edward

  • Webppl

• Fun Stuffs

  • Predicting next key stroke

  • Claude Shannon explains information theory