Course Catalog
| CS 445 Natural Language Processing | 3 Credits | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| This course studies the theory, design and implementation of natural language processing systems. Topics include text processing, regular expressions, statistical properties of text, edit distance, language modeling, text classification, sequence modeling, topic modeling, computational morphology, neural networks for NLP, chatbots, transfer learning for NLP. | ||||||||||
|
||||||||||
| Prerequisite: CS 204 - Undergraduate - Min Grade D | ||||||||||
| and CS 210 - Undergraduate - Min Grade D | ||||||||||
| Corequisite: __ | ||||||||||
| ECTS Credit: 6 ECTS (6 ECTS for students admitted before 2013-14 Academic Year) | ||||||||||
| General Requirements: | ||||||||||