Web: https://towardsdatascience.com/a-critical-analysis-of-your-dataset-2b388e7ca01e?source=rss----7f60cf5620c9---4

Sept. 19, 2022, 3:13 p.m. | Salvatore Raieli

Towards Data Science - Medium towardsdatascience.com

Stop finetuning your model: your model is already good, but not your data

Photo by Brandon Lopez on Unsplash

There are more and more applications of artificial intelligence and increasingly sophisticated models. At the same time, AI is hungry for data, and data collection and cleaning is still a manual approach.

This article brings together considerations and suggestions on why proper dataset collection, cleaning, and evaluation are critical.

Data is the new oil. But like oil, data also needs to …

analysis artificial intelligence data science dataset machine learning science technology

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