Foundations of Algorithm Design and Machine Learning (CS60020)
Instructor: Sourangshu Bhattacharya
TAs: Kiran Purohit and Mainul Islam
Class Schedule: Monday (12 - 12:55 pm) , Tuesday (10:00 - 11:55 am) , Thurs(8:00 - 8:55 am)
Classroom: Online
Website: http://cse.iitkgp.ac.in/~sourangshu/coursefiles/cs60020_22S.html
Past course website: http://cse.iitkgp.ac.in/~sourangshu/coursefiles/cs60020_21S.html
Moodle (For Assignments and Tests): https://moodlecse.iitkgp.ac.in/moodle/Textbooks:
Introduction to Algorithms (Third Edition) Thomas H Cormen, Charles E Leiserson, Ronald L Rivest and Clifford Stein. MIT pressPattern recognition and machine learning. Christopher M. Bishop. Springer, 2006.
Lecture schedule and Notes:
Introduction slides: here
Algorithms:| Week |
Topic |
Material |
Assignment |
| 28/3 - 31/3 | Searching, BST | Slides |
Machine Learning:
| Week |
Topic |
Material |
Assignment |
| 28/3 - 31/3 | Regression, Classification | Slides |