Lectures related to Model Complexity and Overfitting in Machine Learning

Variable Selection Methods: Filtering and Correlation Log in to Mediaspace to watch this video

Explores variable selection through filtering and correlation methods in machine learning, emphasizing relevance quantification and relationship measurement with the label.

Diagonalization in Symmetric Matrices Log in to Mediaspace to watch this video

Explores diagonalization in symmetric matrices, emphasizing orthogonality and orthonormal bases.

Multivariate Polynomial Regression Log in to Mediaspace to watch this video

Covers multivariate polynomial regression to predict sound velocity in water based on measurements.