Mathematics for Machine Learning
Blank notebooks and solutions for the Mathematics for Machine Learning
specialization by Imperial College of London on Coursera.
Identifying special matrices
Gram-Schmidt process
Reflecting Bear
PageRank
The Sandpit
The Sandpit - Part 2
Backpropagation
Gradient descent in a sandpit
Fitting the distribution of heights data
Mean/covariance of a dataset + effect of a linear transformation
Programming Assignment: Inner products and angles
Orthogonal projections
Principal Components Analysis (PCA)