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.