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Tian Cheng (Riccardo) Xia
2024-01-16 10:10:02 +01:00
parent 53f901bef2
commit 1677e272e9
7 changed files with 7 additions and 7 deletions
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src/machine-learning-and-data-mining/dm-ml.tex Normal file
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\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}