System Modeling LanguagesExplores the significance of System Modeling Languages like OPM, SysML, and Modelica in modern Systems Engineering.
Probabilistic Information RetrievalCovers Probabilistic Information Retrieval, including Query Likelihood Model, Language Modeling, and smoothing techniques for non-occurring terms.
Probabilistic Retrieval ModelsCovers probabilistic retrieval models, evaluation metrics, query likelihood, user relevance feedback, and query expansion.
Pretraining: Transformers & ModelsExplores pretraining models like BERT, T5, and GPT, discussing their training objectives and applications in natural language processing.
Probabilistic RetrievalCovers Probabilistic Information Retrieval, modeling relevance as a probability, query expansion, and automatic thesaurus generation.
