Large Language Models in Text Mining

4 units · Graduate professional courses (400-499)

Lecture, three hours; discussion, one hour. Limited to Master of Applied Statistics and Data Science students. In-depth exploration of large language models (LLMs) and their applications in text mining. Students learn underlying architectures, techniques for fine-tuning and deploying these models, and how to leverage them for various text mining tasks. Through hands-on projects, students apply theoretical concepts to real-world datasets, enhancing their practical skills in the field. Letter grading.