Do you have enough data?

Going deep, going wide or going quality: how to find your data bottleneck

Gianluca Gindro
Towards Data Science
5 min readMay 23, 2020

--

Image by Pexels from Pixabay

“If only I had access to more training data, my model accuracy would massively increase”, “We should acquire more data via API”, “Data quality at source is so bad that we can’t use it”

Data is the foundation of every machine learning or analytics project, but despite the…

--

--

Data guy. No-nonsense approach to data science. INSEAD. Head of data science & analytics at Commonplace. Founder and lead instructor at thedatamba.com.