Practical Data-Centric AI in the Real World
Data-centric AI marks a dramatic shift from how we’ve done AI over the last decade.
Instead of solving challenges with better algorithms, we focus on systematically engineering our data to get better and better predictions. But how does that work in the real world?
It’s one thing to define data-centric AI but it’s another thing all together to make the shift to a data centric approach.
In this talk I’ll walk you through how to solve problems right in the data, with data augmentation, synthetic data, re-labeling and more. You’ll learn how to shift your mindset to creatively solving problems in the data instead of looking for magical fix from a yet another new model.
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