Lectures related to Linear Regression & Correlation

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

Explores splines, emphasizing the least-squares method for interpolating splines and demonstrating its application using MATLAB.

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

Explores graph mining in social networks, covering modularity algorithms and community detection.