This course introduces students to modern tools for data classification and machine
learning techniques, equipping them to apply these methods in computer-based lab
experiences. It deals with:
-- Machine learning: vocabulary and basic concepts
-- Deep learning: vocabulary and basic concepts
-- Data heterogeneity
-- Convolutional neural networks
-- Clustering
-- Data visualization
-- Combination of models, XGBoost

8 hours