Hyperparameter Optimization Using CANDLE on Biowulf: Learn How to Improve Your Machine/Deep Learning

Are you interested in improving your machine or deep learning models? You often cannot be sure you’ve developed the best model without performing hyperparameter optimization. This talk explored what this crucial procedure is and how to perform it with only minimal effort using the CANcer Distributed Learning Environment (CANDLE) open-source software platform on NIH’s Biowulf supercomputer. This workshop also provides an overview of what machine learning is, how it relates to deep learning, and how to get started.