The brain is magnificent and beautiful! This image shows neurons in the hippocampus, the part of the brain that contributes to our learning and memory functions. Image by Dr. Wutian Wutian.
I teach a broad range of data science subjects, including Neural Networks, Deep Learning, Natural Language Processing, Advanced Machine Learning, and Statistical Programming. My core in-person courses—Advanced Machine Learning, Applied Natural Language Processing, and Neural Networks—are key to the MS in Data Science specialized methods track. For online learning, I developed interactive versions of Applied NLP and Advanced Machine Learning, featuring video lectures, coding tutorials, and discussion forums to boost student engagement.
Course Highlights
DATA 641 (Applied Natural Language Processing)
DATA 642 (Advanced Machine Learning)
Created by Sobanaa Jayakumar and Reina Villanueva-Unger for their DATA 641 class project, this demo highlights key applications and insights from the course.
Applied Natural Language Processing
DATA 641 (online) Spring 2024
DATA 441/641, Spring 2022, Spring 2023, Spring 2024