267: Achieving Data Science Maturity
Super Data Science: ML & AI Podcast with Jon Krohn
00:00
How to Track and Reproduce Models
The system called model DB is a versioning system for models. It will help you track all of these pieces that will help you recreate a model at a future time. There are two things that you don't get with get based versioning. The first one is how do you keep track of your data? A lot of times, either you're reading from a particular file, and then you change that file in some way,. or you move it, and thenyou have no idea what data it was trained on.
Play episode from 16:18
Transcript
