Lectures related to Vector Differentiation and Convex Functions

Differential of a Morphism Log in to Mediaspace to watch this video

Introduces the concept of the differential of a morphism and its applications in algebraic treatments.

Matrix Column Space Analysis Log in to Mediaspace to watch this video

Covers the analysis of the column space of a matrix and its implications.

Matrix Multiplication: Basics and Properties Log in to Mediaspace to watch this video

Covers the basics of matrix multiplication, including properties and examples.

Neuroscience and Machine Learning Log in to Mediaspace to watch this video

Explores the intricate relationship between neuroscience and machine learning, highlighting the challenges of analyzing neural data and the role of machine learning tools.

Linear Regression: Basics Log in to Mediaspace to watch this video

Covers the basics of linear regression, binary and multi-class classification, and evaluation metrics.

Partial Derivatives and Differential Equations Log in to Mediaspace to watch this video

Covers partial derivatives, differentiability, differential equations, sets properties, and local extrema verification.