Apr 25Solving Informatics Olympiad Problems: Part 1Those of you who have followed me for some time may know that I am deeply tied with competitive programming and, in particular, Informatics Olympiads in Spain. When I was in high school, I competed, obtaining a gold medal in the Spanish Informatics Olympiad (OIE), making the international team, and…Algorithms15 min read
Dec 27, 2021Dealing with Unbalanced Datasets: Binary Classification TasksFrequently, when you solve a classification problem using machine learning, the goal is deeper than building an accurate predictive system. Maybe you want to create a website that, based on a patient’s brain scan, can accurately predict whether the patient has a tumour, in which case you may prioritise the…Machine Learning6 min read