10 Deadly Sins of ML Model Training

These mistakes are easy to overlook but costly to redeem

Sandeep Uttamchandani
Better Programming
Published in
3 min readApr 22, 2021

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two stacks of colored coffee mugs with the names of different cities on them
Photo by Frank Vessia on Unsplash

ML model training is the most time-consuming and resource-expensive part of the overall model-building journey. Training by definition is iterative, but somewhere during the iterations, mistakes seep into the mix. In this article, I share the ten deadly sins during ML model training — these are the most…

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