\documentclass[a4paper,10pt]{article} \usepackage[landscape, left=0.75cm, top=1cm, right=0.75cm, bottom=1.5cm, footskip=15pt]{geometry} \input{util/setup.tex} \input{util/helpers.tex} \title{Probability \& Statistics} \author{Robin Bacher} \date{HS 2026} \begin{document} \textbf{Introduction to Machine Learning} \input{parts/00_intro.tex} \section{Regression} \input{parts/01_regression.tex} \newpage \section{Optimization} \input{parts/02_optimization.tex} \newpage \section{Model Selection} \input{parts/03_model_selection.tex} \newpage \section{Regularization} \input{parts/04_regularization.tex} \newpage \section{Classification} \input{parts/05_classification.tex} \section{Kernels} \input{parts/06_kernels.tex} \newpage \section{Neural Networks} \input{parts/07_networks.tex} \newpage \section{Unsupervised Learning} \input{parts/08_unsupervised.tex} \newpage \section{Probabilistic Modelling} \input{parts/09_probabilistic.tex} \newpage \section{Gaussian Mixture Models} \input{parts/10_GMM.tex} \newpage \section{Language Modeling} \input{parts/11_LLM.tex} \end{document}