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