FI:PA164 Learning and natural language - Course Information
PA164 Machine learning and natural language processing
Faculty of InformaticsAutumn 2008
- Extent and Intensity
- 2/1. 3 credit(s) (plus extra credits for completion). Recommended Type of Completion: zk (examination). Other types of completion: z (credit).
- Teacher(s)
- doc. RNDr. Lubomír Popelínský, Ph.D. (lecturer)
RNDr. Jan Blaťák, Ph.D. (seminar tutor) - Guaranteed by
- prof. RNDr. Mojmír Křetínský, CSc.
Department of Computer Science – Faculty of Informatics - Timetable
- Tue 12:00–13:50 B410
- Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- Applied Informatics (programme FI, N-AP)
- Information Technology Security (programme FI, N-IN)
- Bioinformatics (programme FI, N-AP)
- Information Systems (programme FI, N-IN)
- Informatics (programme FI, M-IN)
- Informatics (programme FI, N-IN)
- Parallel and Distributed Systems (programme FI, N-IN)
- Computer Graphics (programme FI, N-IN)
- Computer Networks and Communication (programme FI, N-IN)
- Computer Systems (programme FI, N-IN)
- Embedded Systems (eng.) (programme FI, N-IN)
- Theoretical Informatics (programme FI, N-IN)
- Upper Secondary School Teacher Training in Informatics (programme FI, M-SS)
- Upper Secondary School Teacher Training in Informatics (programme FI, M-TV)
- Upper Secondary School Teacher Training in Informatics (programme FI, N-SS) (2)
- Artificial Intelligence and Natural Language Processing (programme FI, N-IN)
- Image Processing (programme FI, N-AP)
- Course objectives
- Survey into machine learning in natural language processing. A project is as a part of this courses.
- Syllabus
- Natural language processing(NLP). Corpora. Tools for NLP.
- Inroduction to machine learning
- Disambiguation. Morphological disambiguaiton and word-sense disambiguation
- Shallow parsing, syntactic analysis and learning
- Entity recognition and collocations
- Document categorization
- Information extraction from text
- Text mining
- Web mining
- Semantic web
- Literature
- Assessment methods
- A project is as a part of the course.
- Language of instruction
- Czech
- Further Comments
- Study Materials
- Teacher's information
- http://www.fi.muni.cz/~popel/lectures/ll/
- Enrolment Statistics (Autumn 2008, recent)
- Permalink: https://is.muni.cz/course/fi/autumn2008/PA164