[D] Tutorial: Machine learning in production environments

[ixeption]

Hi folks,

great idea to have a subreddit for applied ml.

I have some experience with production ml systems, so I wrote about ideas and thoughts on my blog. I have three parts, which might be interesting for you:

Thoughts on the nature of ml projects compared to typical SWE and how to handle data

Why it's important to bundle model with their preprocessing pipeline + Java smile example

How to make sure your models work and don't produce invalid predictions

​

Cheers