Data Science in the Real World

Why Should I Care About Understanding My Model?

On the importance of deeper analysis of non-parametric models, the systems they are a part of, and their effects in the real world.

Abhimanyu Aditya
Towards Data Science
8 min readMar 26, 2019

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When parametric met non-parametric. (source: pexels.com)

Non-parametric machine learning (ML) models (e.g. Random Forests, Neural Networks) are…

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