Probabilistic Retrieval ModelsCovers probabilistic retrieval models, evaluation metrics, query likelihood, user relevance feedback, and query expansion.
Probabilistic RetrievalCovers Probabilistic Information Retrieval, modeling relevance as a probability, query expansion, and automatic thesaurus generation.
System Modeling LanguagesExplores the significance of System Modeling Languages like OPM, SysML, and Modelica in modern Systems Engineering.
Distribution EstimationCovers the concept of distribution estimation and the optimization of parameters using different estimators.
Discrete Choice AnalysisIntroduces Discrete Choice Analysis, covering scale, depth, data collection, and statistical inference.
Jacamar Data AnalysisCovers jacamar data analysis, smoking data models, and challenges with log-linear models in visual impairment data.
Detection & EstimationCovers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.