25B1WCI737: Deep Learning For Natural Language Processing

This course will introduce fundamental concepts of Natural Language Processing.

Class Schedule

  • Batch: 23I11, 23I12
    Day & Time: Wednesday: 11:00 – 12:00 (CR-18) | Thursday: 11:00 – 12:00 (CR-07)

Instructors

  • Mr. Sandeep Kumar Patel (SKP) (Course Coordinator)

Text Books

  1. Tom M. Mitchell, , McGraw-Hill, 1997. ISBN: 0070428077.
  2. Ethem Alpaydin, Introduction to Machine Learning, 2nd Edition, MIT Press.
  3. Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar, Foundations of Machine Learning, 2nd Edition, MIT Press.
  4. Shai Ben-David, Understanding Machine Learning: From Theory to Algorithms 1st Edition, Cambridge University Press.

Lecture Schedule

Topic Slides
Natural Language Processing Marking Scheme
Deep Learning For NLP: Introduction