The Elements Of Data-Centric AI

Data Science

Pursuit of data excellence

In my last post, I provided an overview of Data-Centric AI. In this post, we will discuss individual elements of Data-Centric AI. Data-Centric AI is a systematic and principled approach towards data excellence by improving data quality throughout the lifecycle of a machine learning project. Data quality is a broad topic with solid roots in Data Engineering. Therefore, the elements of data-centric AI majorly contribute to measuring, engineering, and improving data quality.

First …

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