Data-Centric AI Vs. Model-Centric AI - Everything You Need Know

How much more data do we need to make this model work reliably? The quest to build effective AI models is never-ending. But it is now becoming more data-centric than ever before. That brings us to an even more basic question – What are the fundamental elements of a working AI solution? In the traditional approach, machine learning practitioners primarily show interest in improving the model to make the solution more effective. This strategy is called the model-centric approach. Let's discuss this approach in detail to understand the need for the data-centric approach.