data centric
What is Data-Centric AI?
I explain Artificial Intelligence terms and news to non-experts. What makes GPT-3 and Dalle powerful is exactly the same thing: Data. Data is crucial in our field, and our models are extremely data-hungry. These large models, either language models for GPT or image models for Dalle, all require the same thing: way too much data. The more data you have, the better it is.
Technology:
Model-centric to Data-centric AI - Am I Missing Something?
Andrew Ng is a key reference point for me in understanding AI. Andrew Ng is always easy to understand – especially for new and complex ideas. Recently, Andrew has been proposing the idea of MLOps from model centrc to data centric. Why is this still not clear to me? And for AI practitioners, MLOps is not new.
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