Mood disorders and urban environmentDelves into the relationships between mood disorders, cognitive performance, and brain plasticity in urban environments, using data from medical cohorts.
Unsupervised Behavior ClusteringExplores unsupervised behavior clustering and dimensionality reduction techniques, covering algorithms like K-Means, DBSCAN, and Gaussian Mixture Model.
Clustering & Density EstimationCovers dimensionality reduction, clustering, and density estimation techniques, including PCA, K-means, GMM, and Mean Shift.
Clustering MethodsCovers K-means, hierarchical, and DBSCAN clustering methods with practical examples.