Estimation and CorrelationExplains estimation, correlation, and Pearson correlation in statistics, focusing on measuring and describing relationships between variables.
Edge and ContourCovers edge and contour detection in images, including gradient-based methods, Laplacian operator, and more complex methods.
Drone Imaging AnalysisExplores drone imaging analysis using Meshroom software for civil engineering applications.
Feature SelectionExplores feature selection methods, pitfalls, and normalization techniques for optimal model performance.
PCA: Key ConceptsCovers the key concepts of PCA, including reducing data dimensionality and extracting features, with practical exercises.
