Ioannis TsamardinosWhat is Survival Analysis? (or time-to-event)The field of statistical analysis that applies specific methodologies to explore the time it takes for an event to happen is the bare-bones…11 min read·Jun 16, 2021----
Ioannis TsamardinosinTowards Data ScienceAutoML vs HPO vs CASH: what is the difference?Automated Machine Learning, or AutoML for short, is on the rise. More and more commercial products appear on the market, academic tools…8 min read·Feb 16, 2021----
Ioannis TsamardinosinAnalytics VidhyaCan you trust AutoML?Is overfitting really significant, or just of academic curiosity? Discover the problems it creates and how you can solve them.11 min read·Dec 2, 2020----