Welcome to "Foundations of Machine Learning CS 725".
In this graduate-level course, you will be introduced to the theoretical foundations of machine learning along with a slew of popular machine learning techniques.
Time: Monday (10:35 am to 11:30 am), Tuesday (11:35 am to 12:30 pm), Thursday (8:30 am to 9:25 am)
Venue: F.C.Kohli Auditorium, KReSIT Building
Instructors: Preethi Jyothi and Ganesh Ramakrishnan. You can email us at pjyothi [at] cse [dot] iitb [dot] ac [dot] in or ganesh [at] cse [dot] iitb [dot] ac [dot] in
All assignments should be completed individually. No form of collaboration is allowed unless explicitly permitted by the instructor. Anyone deviating from these standards of academic integrity will be reported to the department's disciplinary committee.
Most of the suggested readings will be freely available online. Here are some textbooks to refer to:
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