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. October 26, 10pm
3
Oct. 26
SVMs, Naive Bayes, and Decision Trees. November 09, 10pm.
4
Nov. 09
Kaggle Competition. December 05, 08pm.

Tutorials for Fall 2020

Num.
Date and Time
Topic
0
Sept. 11 10am-11:30am
Numpy, Matplotlib, Data Processing using sklearn.
0
Oct. 02 10am-11:30am
ML using sklearn, basics of PyTorch.
0
Nov. 12 10am-11:30am
PyTorch.

Self Assessment Questions

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