Welcome to your Friendly Guide to the Mathematics of Artificial Intelligence, Machine Learning, and Data Science!
Hi there! I’m Irene Markelic, I’m a computer scientist (Ph.D.) with a passion for AI, Data Science and Machine Learning, topics that are built upon a rich mathematical core.
Through my years of study, I’ve noticed a frustrating pattern in technical resources: they either strip out the essential math entirely, or they are overly dense and skip crucial steps, leaving the reader struggling to fill in the gaps. I find these extremes are either too superficial or unnecessarily complex.
My goal is to bridge this gap by creating content that is both friendly and rigorous. I meticulously break down the underlying mathematics, ensuring that every single step is easy to follow.
While my focus is on demystifying the math, I also love to share practical insights and fun stuff with Python.