All Notes

Notes from Coursera's Mathematics for Machine Learning: Linear Algebra by Imperial College London

The Law of Cosines expresses the relationship between the length of a triangle's sides and one of its angles.

Notes from the Khan Academy video series on the Law of Cosines

Roblox's 3D vector type.

Notes from the Deep Learning for Coders (2020) video series by Jeremy Howard and Sylvain Gugger (fast.ai)

An operation between two matrices that produces a new matrix via row-column dot products.

An operation between 2 vectors that returns a number.

A loss function for binary and multi-label classification, also known as log loss.

Resize images to a larger intermediate size before augmenting.

A loss function for multiclass classification: softmax followed by negative log-likelihood.