PDEEC0049 Machine Learning 2017/18

18782: Machine Learning 2017/18
(offered under the Carnegie Mellon Portugal Program)

Messages:

09/08/2017: Students planning to take the course but not enrolled yet, please email me so I can add you to the mailing list. Thanks!


Grades

 

Assignments:

Assignment1

 


Project:

 


Additional Reading:

Refresher on Probabilities and Information Theory: Chap 2, sections 2.1, 2.2, 2.3, 2.5, 2.6

Recitation Class: Linear-Algebra-Basics and multivariate probability/statistics and matlab script SVD and matlab script multivariate_normal


 

Lectures:

 

26/09/2017

Course Presentation

Pattern Recognition Concepts

Decision Trees

19/09/2017

Python and Machine Learning crash course: Intro and Conclusion and notebooks

Tentative Calendar