9 Reasons why Machine Learning models not perform well in production
Reasons why a model starts degrading when put in production
Published in
5 min readDec 12, 2020
Machine Learning models are highly dependent on the quality and quantity of the dataset. Assuming that an ML model will work perfectly without maintenance once in production is a wrong assumption and represents the most common mistake.
