Topic	Name	Description
	UC info
	Sumários SIGARRA
	MAPI-KDD 2022
	Kaggle Competition
	Video-Lectures
	KNIME
	Knime - slides
Topic 1	Machine Learning
	Nearest-Neigbours
	Bayesian Classifiers
	Decision Trees
	Neural Networks
	Support Vector Machines
	Multiple Models
	Evaluation - 1
	Evaluation - 2 (ROC, Costs)
	Learning from Imbalance Data
Topic 2	Multi-Label Classification
	Structured Outputs Prediction
	Novelty Detection
17 Nov Alipio Jorge	NLP - Slides and Assignment
22 Nov Paulo Azevedo	Clustering
	Association Rules
Topic 6	Data Streams I
	Data Streams II
	Social Network Analysis
	AUTOML
Predictive Maintenance	(Rita P. Ribeiro) PdM - Slides