INF8953CE: Machine Learning

Assignments for Fall 2020

Num.	Date	Topic	Info	Deadline
0	Aug. 31	Probability, Linear Algebra, and Real Analysis.	Assignment-0	September 14, 10pm
1	Sep. 14	Linear Regression.	Assignment-1, data	October 05, 10pm
2	Oct. 05	Linear Classification and Nearest Neighbors.	Assignment-2, data	October 26, 10pm
3	Oct. 26	SVMs, Naive Bayes, and Decision Trees.	Assignment-3, data	November 16, 10pm.
4	Nov. 09	Kaggle Competition.	Problem Statement	December 12, 08pm.

Tutorials for Fall 2020

Num.	Date and Time	Topic
1	Sept. 11 10am-11:30am	Numpy, Matplotlib, Data Processing using sklearn.
2	Oct. 09 10am-11:30am	ML using sklearn, basics of PyTorch.
3	Nov. 13 10am-11:30am	PyTorch.

Self Assessment Questions

You can find a list of self-assessment questions for every lecture here.