Lectures related to Applications of Differential Calculus

Explores finding extrema of functions over compact sets and edge parametrization.

Explores concavity, convexity, critical points, and singularities in functions.

Explores counterfactuals in SEMs and D-Separation in graphical models.

Covers the definition of asymmetric functions and extremas in functions with examples.

Explores real functions, their graphs, properties, and transformations, including symmetry and surjection.

Explains extrema of functions in several variables, stationary points, saddle points, and the role of the Hessian matrix.

Covers the concept and calculation of directional derivatives in multivariable calculus.

Covers Taylor's formula, developments, and extrema of functions, discussing convexity and concavity.

Explores Taylor's formula, polynomials, functions, and series applications.