College Level Linear Algebra for ML, DL, & Computer Graphics

Editorial course preview

What the public course preview actually shows

These 4 complementary views highlight concrete, legible examples from the course presentation.

A screenshot of Microsoft Visual Studio displaying a code editor with JavaScript and GLSL shader code for computer graphics, specifically showing matrix multiplication logic in the — Preview 1 of 4
This screenshot shows a code editor window in Microsoft Visual Studio containing JavaScript and GLSL shader code used for implementing computer graphics transformations.

A digital whiteboard slide showing a 3D surface plot of a function with an ascent path, alongside handwritten notes on gradient ascent and descent. — Preview 2 of 4
This educational slide illustrates the concepts of gradient ascent and descent using a 3D surface plot visualization and corresponding mathematical notation.

A digital whiteboard slide displaying a quadratic equation transformation into an ellipse, with vector annotations on a coordinate system. — Preview 3 of 4
This digital whiteboard slide illustrates the transformation of a quadratic form into an ellipse, showing the original equation alongside its diagonalized version and corresponding eigenvectors.

A digital whiteboard slide categorizing machine learning types: Supervised (with Regression and Classification), Unsupervised, and Reinforcement, accompanied by handwritten linear- — Preview 4 of 4
This digital whiteboard slide categorizes machine learning into supervised, unsupervised, and reinforcement learning, illustrating the mathematical formulas associated with each type.