Information Package / Course Catalogue
| Course Code | : CSE426 |
| Course Type | : Area Elective |
| Couse Group | : First Cycle (Bachelor's Degree) |
| Education Language | : English |
| Work Placement | : N/A |
| Theory | : 2 |
| Prt. | : 2 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 6 |
The aim of this course is to ensure students grasp basic ideas and foundations of the field of natural language processing(NLP) and to equip them with the knowledge of ongoing research in the field of NLP.
This course covers the fundamental concepts and ideas in the field of natural language processing, including the latest research information. In the course, the statistical and rule-based methods that are widely used in natural language processing applications will be investigated in detail.
| 1. | Gaining the understanding of natural language analysis techniques with the use of rule-based approaches and statistical methods. |
| 2. | Gaining the ability to understand Language Models. |
| 3. | Gaining the understanding of syntactic and semantic techniques of natural language processing. |
| 4. | Grasping machine-translation techniques. |
| 5. | Grasping discourse analysis methods. |
| 1. | 1. Jurafsky, D. and Martin, J. H. Speech and Language Processing. Prentice Hall: 2000. ISBN: 0130950696 |
| Type of Assessment | Count | Percent |
|---|---|---|
| Midterm Examination | 1 | %30 |
| Final Examination | 1 | %70 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 0 | 2 | 28 |
| Lecture - Practice | 14 | 0 | 2 | 28 |
| Assignment | 5 | 0 | 10 | 52 |
| Individual Work | 14 | 0 | 2 | 35 |
| Quiz | 5 | 0 | 0 | 2 |
| Midterm Examination | 1 | 0 | 2 | 2 |
| Final Examination | 1 | 0 | 2 | 2 |
| TOTAL WORKLOAD (hours) | 149 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | PÇ-10 | PÇ-11 | |
OÇ-1 | 5 | 4 | 5 | 4 | 4 | ||||||
OÇ-2 | 5 | 4 | |||||||||
OÇ-3 | 5 | 4 | 5 | 4 | |||||||
OÇ-4 | 5 | 5 | 4 | 4 | |||||||
OÇ-5 | 4 | 5 | 4 | 4 | |||||||