Algemene informatie
| Vakcode | XB_0085 |
|---|---|
| Studiepunten | 6 EC |
| Periode | P2 |
| Vakniveau | 200 |
| Onderwijstaal | Engels |
| Faculteit | Faculteit der Bètawetenschappen |
| Vakcoördinator | dr. I. Markov |
| Examinator | dr. I. Markov |
| Docenten |
dr. I. Markov |
|
Onderdeel van opleiding(en)
Gebruik pijltjestoetsen om door de lijst te navigeren, Enter om te selecteren, en Escape om te sluiten.
|
|
Praktische informatie
Voor dit vak moet je zelf intekenen. De inteken- en afmeldtermijnen staan op VU.nl
| Onderwijsvorm | Werkcollege, Hoorcollege |
|---|
Doelgroepen
Dit vak is ook toegankelijk als:
Doel vak
Knowledge and understanding: at the end of the course, students will be familiar with basic knowledge of some of the core aspects of Natural Language Processing (NLP), Linguistics and Text Mining: rule-based systems, machine learning, deep learning, text classification, sentiment extraction, entity recognition and topic modeling of texts.
Applying knowledge and understanding: students will be able to implement Natural Language Processing processing systems and modules and evaluate these.
Making judgements: students will have a basic understanding of the societal implications of the developments in NLP.
Communication skills: students will be able to report on a specific real-world NLP task in a group of students.
Learning skills: students will be trained in acquiring a set of NLP techniques in a restricted period of time and perform the necessary (empirical) research.
Inhoud vak
Basic concepts from Linguistics and foundational concepts from Natural Language Processing. Skills to use, apply and critically assess text mining techniques. Adapt and build text mining techniques to specific target domains and applications.
Aanvullende informatie onderwijsvormen
Theoretical lectures and working in groups.
Toetsvorm
Multiple choice exam on theory and a group project. Both the multiple choice exam and the group project are eligible for resit.
Overige informatie
The use of gen AI is not allowed for the course-related assignments.