Cousera's Mathematics for Machine Learning Specialization Assignments Solutions

These are all the solutions I developed of all the programming assignments of this course set. I am sharing the code for educational use only. Try to solve the problems yourself first. It's more fun.

Cousera's Mathematics for Machine Learning - Linear Algebra

1. Gram-Schmidt process solution
2. Identifying special matrices solution
3. PageRank algorithm solution
4. Reflecting Bear solution

Cousera's Mathematics for Machine Learning - Multivariate Calculus

1. Backpropagation solution
2. Fitting the distribution of heights data solution
3. Gradient descent in a sandpit solution
4. The sandpit solution
5. The sandpit - part 2 solution

Cousera's Mathematics for Machine Learning - PCA

1. Distances and Angles between Images solution
2. Mean and covariance of a data set and effect of a linear transformation solution
3. Orthogonal projections solution
4. Principal component analysis PCA solution