1 week ago · ai

Sharpening the Axe: Performing Principal Component Analysis (PCA) in R for Modern Machine Learning

“Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” — Abraham Lincoln This quote resonates strongly with modern machine...

3 weeks ago · ai

Using the Reinforcement Learning GitHub Package

Introduction In machine learning, reinforcement learning RL is a paradigm where problem formulation matters as much as the algorithm itself. Unlike supervised...

1 month ago · software

Optimization Using R: Concepts, Origins, Applications, and Case Studies

Optimization is at the heart of every decision‑making process. Whether it is a business allocating limited resources, a logistics company optimizing route plann...