Marios KokmotosThe Travelling Salesman Problem — an implementation in PythonYou find yourself in Central Europe in the 1800’s. You need to make a living by selling your goods (let’s say ceramic and metallic…Feb 28, 20231Feb 28, 20231
Marios Kokmotos5+5=15 Deep Learning resources for beginners and beyond — 2023 editionDeep Learning is one of the cornerstones of modern Artificial Intelligence advancements. The increasingly powerful computation machines…Nov 25, 2022Nov 25, 2022
Marios KokmotosStable matchings (cheaters, bankers and a Nobel Prize!)An implementation in Python.Nov 23, 2022Nov 23, 2022
Marios KokmotosThe Dining Philosophers problem-a simple implementation in Go“Give me my fork!!” shouted Descartes,Nov 10, 2022Nov 10, 2022
Marios KokmotosA simple simulation of ‘6 Degrees of Separation’ (or, how we are all connected)I know a friend who knows a friend, who knows a friend….and most probably, you know him too!Nov 8, 2022Nov 8, 2022
Marios KokmotosA simple Classification example (ML_Zoomcamp)Classification is one of the major categories of supervised machine learning problems (the other being regression) and as the name suggests…Oct 5, 2022Oct 5, 2022
Marios KokmotosAutodidact’s path to AI/Machine Learning (part 2)In the first part of the Autodidacts path to a MSc level in AI/Machine Learning, using UCL’s MSc as a lighthouse to guide us through the…Sep 24, 2022Sep 24, 2022
Marios KokmotosA simple Linear Regression problem from scratch (ML Zoomcamp)Linear Regression is possibly everyone’s first contact with Machine Learning, although it predates ML by some hundreds of years!Sep 21, 2022Sep 21, 2022
Marios KokmotosAutodidact’s path to AI/Machine Learning (part 1)Beyond the hype of Machine Learning and Artificial Intelligence that we have witnessed the past decade, lies something truly remarkable…Sep 10, 2022Sep 10, 2022
Marios Kokmotos5 Linear Algebra resources for Data Scientists and ML Engineers.Linear Algebra is considered as a distinct branch of mathematics. It is considered a standard course in every engineering and scienceSep 3, 20221Sep 3, 20221