A Complete Guide for using Compute Canada for Deep Learning!
This will be an in-depth and hopefully complete tutorial on how to use Compute Canada in the most efficient and productive way possible for your deep learning experiments! Please send me a message if there is anything you would like me to add, or correct. 1. Introduction If you are here, there is a good chance you are a researcher working at a Canadian institution and your research involves performing deep learning experiments....
AI in Medicine Part 3: Decision Trees, Cross-validation, and Neural Networks!
Welcome to the third and final tutorial in the AI in Medicine series! I strongly recommend going over part 1 and 2 before starting this tutorial. Today we will be diving into some more advanced concepts in machine learning: ...
AI in Medicine Part 2: First Steps in Machine Learning
Welcome to the second programming tutorial for the AI in Medicine series! If you haven’t seen the first part, which covers some basics of scientific programming in Python, click here In this tutorial, we will be diving into some basic concepts in machine learning: ...
AI in Medicine Part 1: Introduction to Scientific Programming in Python
Welcome to the first part in this tutorial series introducing AI (machine learning) for medicine! These tutorials were initially made to go along with the the AI in Medicine workshop series, hosted by UBC and Queens medical school, so feel free to check out the companion slides and videos here. ...