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?

In [6]:

In [10]:

from IPython.core.display import HTML


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

Out[10]:

In [ ]: