[SOLVED] CS decision tree Machine Learning 10-601 Spring 2015: Recitations

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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Lectures

Recitations

Homeworks

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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