Splines: Least-Squares MethodExplores splines, emphasizing the least-squares method for interpolating splines and demonstrating its application using MATLAB.
Complex Roots and PolynomialsExplores complex roots, polynomials, and factorizations, including roots of unity and the fundamental theorem of algebra.
Introduction to Structural MechanicsIntroduces key concepts in structural mechanics, such as determinate and indeterminate systems, linear superposition, and stress-strain relationships.
Model EvaluationExplores underfitting, overfitting, hyperparameters, bias-variance trade-off, and model evaluation in machine learning.
