The IN4080 course offers a comprehensive introduction to Natural Language Processing (NLP), focusing on probabilistic and machine learning techniques. It covers methodologies for conducting experiments with language data and evaluating results, alongside typical NLP applications such as information extraction and machine translation. Students will also explore the steps involved in a typical NLP system, preparing them for a master's thesis in Language Technology.
Upon completion, students will gain familiarity with key NLP applications and research methods, enabling them to conduct machine learning experiments and evaluate outcomes. The course structure includes lectures and lab sessions, with mandatory projects and a written digital exam. This rigorous curriculum ensures that students are well-equipped with the necessary skills and knowledge for advanced studies in Informatics.
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