Equations should be rendered here.
Here is an example:
\begin{equation}
\frac{1}{\pi} = \rho_t
\end{equation}
Links to books An Introduction to Statistical Learning Book Advanced Data Analysis from An Elementary Point of View Website | Book Pattern Recognition and Machine Learning (PRML) Website | Book Understanding Machine Learning: From Theory to Algorithms Book.