Introduction Recently, Quanta magazine published an article about how a new basic identity about Linear Algebra has surfaced from Applied Physics. The identity is about…
Continue reading → Eigenvectors from Eigenvalues – Application
In this post I will build on the previous posts related to probability theory - I have defined the main results of probability from axioms…
Continue reading → Random Variables and Probability Functions
Prologue Earlier my career I worked for a loyalty card scheme for one of the largest supermarkets in the UK. During my time I was…
Continue reading → Market Basket Analysis – The Apriori Algorithm
Impostor syndrome is a real feeling and I get it at least twice a day with respect to what I do. Sure, I have a…
Continue reading → “It’s Not Special” – The Best Advice I Ever Had
After the last post discussing set theory here, the next logical step is to discuss the concept of probability theory. The theory of probability is…
Recently I have been undertaking a project to commit my accrued notes relating to statistics online. I want to do this for a few reasons:…
Nearest neighbour algorithms classify unlabelled instances (data observations/ cases) by assigning them to a class which is the most similar found in the training data.…