Lectures related to Draft horse

Covers Morse theory, critical points, and Conley-Zehnder index in Hamiltonian systems.

Covers frames of reference in physics, emphasizing the importance of choosing a reference frame and the laws of physics in different frames.

Explores leveraging data in higher education, balancing relationships and responsibilities, and understanding data identity.

Covers stochastic gradient descent, linear regression, regularization, supervised learning, and the iterative nature of gradient descent.

Explores deep visual recognition, interpretability, CNN architectures, visual dictionaries, and attention mechanisms.

Covers advanced physics topics such as definitions, rectilinear motion, vectors, and motion in three dimensions.