Language models and artificial general intelligence have been quite a hot topic since OpenAI made some of its latest models freely available to the public for testing – ChatGPT. The …
A Topological Perspective of Linear Regression
Suppose you were presented with the following four graphical representations of datasets with the question: which of the following data sets follow a linear model? Almost everyone will agree that …
What Can Ancient Japanese Warrior Philosophy Teach Us About Data Science
Sometime toward the end of the 16th century, a brilliant swordsman entered the Japanese world, Shinmen Takezō – or more popularly known as Miyamoto Musashi. 16th century Japan was marked …
Anomaly Detection using Unsupervised Learning and Principal Component Analysis
As a data analyst, a first step to any data related project is to ask – does my dataset make sense? From my decade of working with financial assets, I …