6.867 Machine Learning (Fall 2004)


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Fall 2003
Fall 2002
Fall 2001

6.867 Problem sets

Problem sets (tentative schedule)

Available Due Topic and Files Errata Solutions
Thu 9/16 Mon 9/27 Background, linear models
hw1.pdf, data and matlab files
corrections hw1_solutions.pdf
Mon 9/27 Wed 10/6 active learning, linear discriminant, logistic regression
hw2.pdf, data and matlab files
corrections hw2_solutions.pdf
Wed 10/6 Wed 10/20 kernels, SVM
hw3.pdf, data and matlab files
corrections hw3_solutions.pdf
Wed 10/20 (10/24) Wed 11/3 feature selection, boosting, VC-dimension
hw4.pdf, matlab files for problem 1, matlab files for problem 2
hw4_solutions.pdf
Tue 11/9 Fri 11/19 model selection, EM, clustering
hw5.pdf,
problem 1 files,
problem 2 files,
problem 3 files
hw5_solutions.pdf