Machine Learning 10-601 Spring 2015: Recitations
Machine Learning
10-601, Spring 2015
Carnegie Mellon University
Tom Mitchell andMaria-Florina Balcan
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Previous material
DateLectureTopicsReadings and useful linksHandouts
Jan 15Math Review
Decision Trees
Notes
Jan 22Octave tutorial
MLE and MAP
Video
Jan 30Naive Bayes
Video
Feb 5Regression
Slides
Video
Feb 12Learning theory
Video
Feb 19Graphical models
Video
Feb 26Additional practice with graphical models
Video
Mar 5Midterm solutions review
Video
Mar 19Boosting
Video
Mar 26SVM
Video
Apr 2Semi-supervised and Active Learning
Video
Apr 9Dimensionality reduction
PCA
Video
Apr 16Neural networks
Video
Apr 24Exam review
Video
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