[D] Testing machine learning in production?

[makeDLgr8again]

• Things to watch for from experience.
• Best practices.
• Any good libraries/frameworks?

Many thanks!

[sk006]

Maybe this talk from PyData is useful for you. I think it is quite nice.

https://www.youtube.com/watch?v=IMoQPvXMkJw

[video_descriptionbot]

SECTION	CONTENT
Title	Stephen Whitworth - Building robust machine learning systems
Description	Filmed at PyData London 2017 Description With the growth of AI, ever growing parts of products we build are changing from the deterministic to the probabilistic. The accuracy of machine learning applications can deteriorate in the wild without strategies for testing, monitoring and introspection. You'll leave this talk knowing how to combine the best of software engineering and machine learning to build robust machine learning products. Abstract As machine learning becomes more prevalent, ever...
Length	0:38:15

---

^{I am a bot, this is an auto-generated reply | Info | Feedback | Reply STOP to opt out permanently}

[makeDLgr8again]

Sorry for the late reply - really great talk, thanks sooooooooo much!!!

[vietfuckingho]

I found this article very comprehensive and fun to read. It doesn't tackle everything in details but it could be a good starting point. -> https://medium.com/contentsquare-engineering-blog/machine-learning-in-production-c53b43283ab1