Computational Methods I - JDD007

• Title: Computational Methods I
• Czech title: Komputační metody I
• Guaranteed by: Department of Security Studies (23-KBS)
• Faculty: Faculty of Social Sciences
• Actual: from 2024
• Semester: winter
• E-Credits: 0
• Examination process: winter s.:
• Hours per week, examination: winter s.:1/1, C [HT]
• Capacity: unlimited / unlimited (unknown)
• Min. number of students: unlimited
• 4EU+: no
• Virtual mobility / capacity: no
• State of the course: taught
• Language: Czech
• Teaching methods: full-time
• Note: course is intended for doctoral students only; course can be enrolled in outside the study plan; enabled for web enrollment
• Guarantor: prof. Ing. Zdeněk Žabokrtský, Ph.D.; Mgr. Rudolf Rosa, Ph.D.
• Teacher(s): Mgr. Rudolf Rosa, Ph.D.; prof. Ing. Zdeněk Žabokrtský, Ph.D.

Annotation

The aim of the course will be to become familiar with basic software tools suitable for automatic text processing. The course will be based on a combination of short explanations and intensive hands-on exercises in a Unix lab.

Last update: Střítecký Vít, doc. PhDr., M.Phil., Ph.D. (23.09.2023)

Course completion requirements

The course examination will be based on homework and an exam.

Last update: Střítecký Vít, doc. PhDr., M.Phil., Ph.D. (23.09.2023)

Literature

Mendel Cooper: Advanced Bash-Scripting Guide, http://tldp.org/LDP/abs/html/

Allen B. Downey: Think Python 2e, O'Reilly Media, http://greenteapress.com/wp/think-python-2e/

Steven Bird, Ewan Klein, and Edward Loper: Natural Language Processing with Python, O'Reilly Media, 2015, http://www.nltk.org/book/

Dive into NLTK: http://textminingonline.com/dive-into-nltk-part-i-getting-started-with-nltk

Last update: Střítecký Vít, doc. PhDr., M.Phil., Ph.D. (23.09.2023)

Syllabus

Survival in Linux, Bash command line and scripting, text-processing commands.

Introduction to Python, text processing, regular expressions.

Representing linguistic structures in XML and JSON, processing XML and JSON in Python.

Selected Natural Language Processing tools, processing morphologically and syntactically annotated data, visualization, search.

Last update: Střítecký Vít, doc. PhDr., M.Phil., Ph.D. (23.09.2023)