Maciej Wielgosz

In the course of preparing several ML-related courses, I compiled a short handout containing useful things to know (and hard to find in one place) when entering into Machine Learning (and especially Deep Learning) field, and how to avoid common pitfalls. Its format is inspired by Cornell's note-taking method, containing short questions and (slightly longer) answers, with additional space left for the summary/notes.

Falls prevention, especially in older people, becomes an increasingly important topic in the times of aging societies. In this short concept paper, based on Marcin Radzio’s master’s thesis, we present Gated Recurrent Unit-based neural networks models designed for predicting falls (syncope). The cardiovascular systems signals used in the study come…