Defining the quality of a machine learning production system
Linear Digressions
English - February 12, 2018 02:00 - 20 minutes - 9.38 MB - ★★★★★ - 350 ratingsTechnology data science machine learning linear digressions Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: Auto-generating websites with deep learning
Next Episode: Open Data and Open Science
Building a machine learning system and maintaining it in production are two very different things. Some folks over at Google wrote a paper that shares their thoughts around all the items you might want to test or check for your production ML system.
Relevant links:
https://research.google.com/pubs/pub45742.html