List of topics to cover:

• Bayesian solution to overfitting
  • Salisman's solution to the Don't Overfit
• Predictive distributions; "how do I evaluate testing data?"
• model fitting, BIC + visualization tools
• Gaussian Processes

Would be nice/cool to cover:

• classification models (using the books text)
• Bayesian networks?

from IPython.core.display import HTML


def css_styling():
    styles = open("../styles/custom.css", "r").read()
    return HTML(styles)
css_styling()