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Data centric AI

Wen-Chieh-Lee Wen-Chieh-Lee Follow Jul 24, 2024 · 1 min read
Data centric AI
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Overview

In the traditional model-centric AI lifecycle, the focus is on finding better models to enhance performance, with data largely unchanged. This approach overlooks data quality issues like missing values, incorrect labels, and anomalies. Data-centric AI shifts the emphasis from models to systematic data engineering to build AI systems.

Data centric AI vs. model centric AI

Refrences

Wen-Chieh-Lee
Written by Wen-Chieh-Lee
Senior Software Architect