Erica Greene, engineering manager at Etsy, joins me to discuss production machine learning applications. This is a great episode for practicing data scientists as well as ML engineer beginners! Topics include:

Choosing the correct production ML software library
Critical areas of expertise ML engineers should strive to master
Setting up guardrails to avoid (frightening!) feature drift
Whether a PhD is advantageous if you apply ML in industry

Loved having Erica on the episode because I learned a lot and had a great time. Full Transcript available here.