Akademik Dersler - İçerik

Ability to analyze fundamental concepts, methods, and current research problems in data mining and text mining.
Ability to apply data preprocessing, feature selection, dimensionality reduction, and data transformation methods on large-scale datasets.
Ability to compare classification, clustering, and pattern mining algorithms and develop appropriate methods for different problem domains.
Ability to evaluate information retrieval, document similarity, sentiment analysis, and text classification methods on textual data.
Ability to develop research-oriented solution approaches by reviewing current academic studies in data mining and text mining.