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basic-methods-data-analysis.tex
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81 lines (62 loc) · 2.18 KB
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\documentclass[book]{ml}
% Language setting
% Replace `english' with e.g. `spanish' to change the document language
\usepackage[english]{babel}
% Set page size and margins
% Replace `letterpaper' with`a4paper' for UK/EU standard size
\usepackage[letterpaper,top=2cm,bottom=2cm,left=3cm,right=3cm,marginparwidth=1.75cm]{geometry}
% Useful packages
\usepackage{amsmath}
\usepackage{amssymb} % triangle
\usepackage{romannum} % roman numbers
\usepackage{physics} % second partial differential
\usepackage{graphicx}
\usepackage[table]{xcolor}
\usepackage[colorlinks=true, allcolors=blue]{hyperref}
\usepackage{bm}
\usepackage{amsmath}
\setlength\parindent{0pt}
\allowdisplaybreaks
% math typesetting
\newcommand*{\vertbar}{\rule[-1ex]{0.5pt}{2.5ex}}
\newcommand*{\horzbar}{\rule[.5ex]{2.5ex}{0.5pt}}
\usepackage{scalerel,stackengine,amsmath}
\newcommand\equalhat{\mathrel{\stackon[1.5pt]{=}{\stretchto{%
\scalerel*[\widthof{=}]{\wedge}{\rule{1ex}{3ex}}}{0.5ex}}}}
\newcommand{\red}[1]{{\color{red} #1}}
\newcommand{\blue}[1]{{\color{blue} #1}}
\newcommand{\orange}[1]{{\color{orange} #1}}
\newcommand{\green}[1]{{\color{green} #1}}
\newcommand{\white}[1]{{\color{white} #1}}
\newcommand{\purple}[1]{{\color{purple} #1}}
% \includeonly{la-basics,desc-stats,pca,la-svd}
\hypersetup{colorlinks=false,
pdfborder=0 0 0,
pdftitle={Basic methods of data analysis},
pdfauthor=Philipp Renz}
\title{Basic Methods for Data Analysis}
\author{Philipp Renz}
\begin{document}
\pagenumbering{roman}
\pagestyle{plain}
\lecturenotestitlepage[{\fontsize{26pt}{36pt}\sffamily\bfseries
Basic Methods of \\ \vspace{0.3cm} \fontsize{32pt}{36pt}\sffamily\bfseries Data Analysis}
\vspace{4cm}
{\LARGE Winter Semester 2021/22}
\vspace{1cm}
{\LARGE by Philipp Renz\\
\large \today}]
\cleardoublepage
\mainmatter
% \chapter{Introduction}
\include{chapters/la-basics}
\include{chapters/desc-stats}
\include{chapters/pca}
\include{chapters/la-svd}
\include{chapters/multiple-linear-regression}
\include{chapters/probability}
% \subsection{Another look at PCA}
% \section{Multiple linear regression}
% \section{Probability theory}
% \section{}
\end{document}