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Data curation is the real backbone of AI success

Published at
10/17/2024
Categories
ai
datacuration
machinelearning
Author
Jason Corso
Categories
3 categories in total
ai
open
datacuration
open
machinelearning
open
Data curation is the real backbone of AI success

๐Ÿš€ Data curation is the real backbone of AI success. ๐Ÿš€

In machine learning, choosing a model is importantโ€”but itโ€™s the data that makes or breaks your project. The biggest gains come from continuous refinement of both data and models, driven by experts who understand the domain and the nuances of the task.

In my latest blog, I dive into why data curation is neither automatable nor outsourceable and how it defines the success of your AI projects. I provide a rigorous definition of data curation, discuss why it requires human expertise in domain and in ML, and provide a thorough discussion of bias in data curation.

Read more: https://medium.com/@jasoncorso/data-curation-the-beast-behind-every-ai-model-d136eac4da6b

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