occupation
Data Scientists
description
Educational data mining: BKT knowledge tracing, dropout survival analysis, IRT, sequence mining, and at-risk prediction from LMS logs.
updated
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Educational data mining: BKT knowledge tracing, dropout survival analysis, IRT, sequence mining, and at-risk prediction from LMS logs.
Scientific literature topic modeling with LDA and BERTopic: coherence optimization, dynamic trends, PyLDAvis visualization, and OpenAlex/PubMed abstract workflows.
Complex systems methods: power-law fitting, Hurst exponent, fractal dimension, Mesa agent-based modeling, sample entropy, percolation, and information theory.