Academic Catalog

TKPR227 MTH227- APPLIED NATURAL LANGUAGE PROCESSING

Course Code: 7950227
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 5.0
Department: Meslek Yüksekokulu
Language of Instruction: English
Level of Study: Undergraduate
Course Coordinator:
Offered Semester: Fall and Spring Semesters.

Course Content

This course introduces students to the fundamentals of Natural Language Processing (NLP) and progresses to the latest advancements in the field. including Transformer architectures. BERT. and Large Language Models (LLMs). Through a combination of theory and hands-on practice. students will learn key concepts such as prompt engineering. fine-tuning. and Retrieval-Augmented Generation (RAG). By the end of the course. students will be equipped with the skills to design. implement. and deploy modern NLP applications.