Reproducible machine learning is hard, particularly when training deep learning models. We review common sources of DL non-determinism and how to address them.
I recently spoke at the AI Conference in NYC about some of the academic research underlying our efforts at Determined AI.
Machine learning today resembles the dawn of aviation.
I recently joined the O’Reilly Data Show podcast to talk about various challenges associated with developing deep learning at scale.