Labs and problems

This page will contain information about lab assignments and problems for the labs/problems sessions.

Registrations for the lab 

Registrations for the lab open on wednesday, September 19, at 14:00, in fenix. 

Only groups of two students will be allowed to register at this time. Any registration without the agreement of both students involved will be removed as soon as detected. 

Prof Margarida Silveira will be at the lab (LSDC1) on wednesday, September 19, at 14:00, in case you have any problems with the registration process.

First lab session

All groups should bring the group_sheet.pdf  with their names and pictures for the first lab session.

Schedule

Problem Session 1 - Modelling and regression. (24/09/2018 to 28/09/2018)  prob1_Regression.pdf

Lab Session 1 - Linear Regression. (1/10/2018 to 5/10/2018)  (12/10 for the friday shift)  lab1.pdf mfiles1.zip

Problem Session 2 - Optimization. (8/10/2018 to 12/10/2018)  prob2.pdf

Lab Session 2 - Optimization. (15/10/2018 to 19/10/2018) lab2.pdf mfiles2.zip

Problem Session 3 - Neural Networks. (22/10/2018 to 26/10/2018)  prob3-MLP.pdf

Lab Session 3 - Neural Networks (29/10/2018 to 2/11/2018)  (8/11 for thursday shifts)  lab3.pdf mfiles3.zip

Problem Session 4 - Bayes Classifier (05/11/2018 to 9/11/2018) prob4_Bayes.pdf

Lab Session 4 - Bayes Classifier (12/11/2018 to 16/11/2018) lab4.pdf mfiles4.zip

Problem Session 5 - Support Vector Machines (19/11/2018 to 23/11/2018) prob5-SVM.pdf

Lab Session 5 - Support Vector Machines (26/11/2018 to 30/11/2018) lab5.pdf mfiles5.zip

Problem Session 6 - Decision Trees (03/12/2018 to 07/12/2018) prob6-DecisionTrees.pdf

Lab Session 6  - Evaluation and Generalization (10/12/2018 to 14/12/2018) lab6.pdf mfiles6.zip

Problem Session 7 - Unsupervised methods (17/12/2018 to 21/12/2018) prob7-unsupervised.pdf