\documentclass[11pt]{ainotes} \title{Machine Learning and Data Mining} \date{2023 -- 2024} \def\lastupdate{{PLACEHOLDER-LAST-UPDATE}} \DeclareAcronym{oltp}{short=OLTP, long=Online Transaction Processing} \DeclareAcronym{erp}{short=ERP, long=Enterprise Resource Planning} \DeclareAcronym{mis}{short=MIS, long=Management Information System} \DeclareAcronym{dss}{short=DSS, long=Decision Support System} \DeclareAcronym{eis}{short=EIS, long=Executive Information System} \DeclareAcronym{olap}{short=OLAP, long=Online Analysical Processing} \DeclareAcronym{bi}{short=BI, long=Business Intelligence} \DeclareAcronym{dwh}{short=DWH, long=Data Warehouse} \DeclareAcronym{dm}{short=DM, long=Data Mart} \DeclareAcronym{etl}{short=ETL, long=Extraction{,} Transformation{,} Loading} \DeclareAcronym{dfm}{short=DFM, long=Dimensional Fact Model} \DeclareAcronym{cdc}{short=CDC, long=Change Data Capture} \DeclareAcronym{crisp}{short=CRISP-DM, long=Cross Industry Standard Process for Data Mining} \begin{document} \makenotesfront \printacronyms \newpage \input{sections/_intro.tex} \input{sections/_data_warehouse.tex} \input{sections/_data_lake.tex} \input{sections/_crisp.tex} \input{sections/_machine_learning.tex} \input{sections/_data_prepro.tex} \input{sections/_classification.tex} \input{sections/_regression.tex} \input{sections/_clustering.tex} \input{sections/_association_rules.tex} \eoc \end{document}