Machine Learning 4771 - - Handouts





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Course Handouts

Please check this page frequently for assignments, supplemental readings, and so forth.

Lecture Notes (based on Tony Jebara's course):

Syllabus
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Lecture 13
Midterm Review
Lecture 14
Lecture 15
Lecture 16
Lectures 17-18
Lecture 19
Lectures 20-21
Lecture 22
Lecture 23
Lecture 24
Lecture 25
Guest Lecture 26


Homework Sets:

HW 1
HW 2
HW 3
HW 4
HW 5
HW 6


Homework 1 Files:

dataset1.mat
regression_dataset.txt


Homework 2 Files:

dataset2.mat


Homework 3 Files:

shoesducks.mat