\documentclass[12pt]{book}

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\usepackage[utf8]{inputenc}
\usepackage{lmodern}
\usepackage{geometry}
\usepackage{hyperref}
\geometry{a4paper, margin=1in}

% Metadata
\title{Bayesian Networks}
\author{Greg Coppola}
\date{\today}

% Custom publisher command
\newcommand{\publisher}{coppola.ai}

\begin{document}

% Title page
\begin{titlepage}
    \centering
    {\Huge \bfseries Bayesian Networks \par}
    \vspace{1.5cm}
    {\Large Greg Coppola \par}
    \vspace{2cm}
    {\large \publisher \par}
    \vfill
    {\large \today \par}
\end{titlepage}

\frontmatter
\tableofcontents

\mainmatter

\part{Fundamentals of Probabilistic Reasoning}
\chapter{Introduction}
\chapter{Probability Theory Refresher}
\chapter{Graph Theory Basics}

\part{Structure and Semantics of Bayesian Networks}
\chapter{Defining Bayesian Networks}
\chapter{Conditional Independence and d-Separation}
\chapter{Canonical Examples}

\part{Inference in Bayesian Networks}
\chapter{Exact Inference Algorithms}
\chapter{Approximate Inference}
\chapter{Inference Complexity and Tradeoffs}

\part{Learning Bayesian Networks from Data}
\chapter{Parameter Learning}
\chapter{Structure Learning}
\chapter{Causal Discovery}

\part{Advanced Topics and Applications}
\chapter{Dynamic Bayesian Networks (DBNs)}
\chapter{Continuous and Hybrid Models}
\chapter{Decision Networks and Influence Diagrams}
\chapter{Applications in the Wild}

\backmatter

\end{document}