Descriptive Methods of Data Mining (Invited Teaching Assistant)

Masters course, Universidade NOVA de Lisboa, NOVA Information Management School, 2019

Course taught to Information Management masters students.

Practical classes focused on descriptive methods of data mining (unsupervised learning), including exploratory analyses, outlier detection, feature extraction, data imputation, dimensionality reduction and clustering methods (with particular focus on K-means clustering and Self-organising maps).