glossary.tex

\newabbreviation{erm}{ERM}{empirical risk minimization}
\newabbreviation{svm}{SVM}{support vector machine}
\newabbreviation{bnf}{BNF}{Backus–Naur form}
\newabbreviation{sql}{SQL}{structured query language}
\newabbreviation{ibm}{IBM}{International Business Machines Corporation}
\newabbreviation{rdbms}{RDBMS}{relational database management system}
\newabbreviation{etl}{ETL}{extract, transform, load}
\newabbreviation{bi}{BI}{business intelligence}
\newabbreviation{hdfs}{HDFS}{hadoop distributed file system}
\newabbreviation{lusi}{LUSI}{learning using statistical inference}
\newabbreviation{iot}{IoT}{internet of things}
\newabbreviation{lifo}{LIFO}{last-in-first-out}
\newabbreviation{fifo}{FIFO}{first-in-first-out}
\newabbreviation{pmf}{PMF}{probability mass function}
\newabbreviation{pdf}{PDF}{probability density function}
\newabbreviation{cdf}{CDF}{cumulative distribution function}
\newabbreviation{cicd}{CI/CD}{continuous integration/continuous deployment}
\newabbreviation{slt}{SLT}{statistical learning theory}
\newabbreviation{ai}{AI}{artificial intelligence}
\newabbreviation{ml}{ML}{machine learning}
\newabbreviation{vc}{VC}{Vapnik-Chervonenkis}
\newabbreviation{srm}{SRM}{structural risk minimization}
\newabbreviation{mlp}{MLP}{multilayer perceptron}

\newglossaryentry{ontology}{%
  name=ontology,
  description={%
    Ontology is the study of being, existence and reality. In computer science and
    information science, an ontology is a formal naming and definition of the types,
    properties, and interrelationships of the entities that really or fundamentally exist
    for a particular domain.}
}

\newglossaryentry{leakage}{%
  name=data leakage,
  description={%
    Situation where information from the test set is used to transform the training
    set in any way or to train the model.}
}

\newglossaryentry{model}{%
  name=model,
  description={%
    A general function that can be used to estimate the relationship between the
    input and output variables in a dataset.}
}

\newglossaryentry{preprocessor}{%
  name=preprocessor,
  description={%
    A chain of data handling operations that transforms the input data into a format that
    is suitable for the model.}
}

\makeglossaries