Avoiding Data Overfitting In Machine Learning Models

Embrace robust model generalization instead

Don Kaluarachchi
Towards AI
Published in
4 min readNov 8, 2023

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Image by Don Kaluarachchi (author)

In the world of machine learning, overfitting is a common issue causing models to struggle with new data.

Let us look at some practical tips to avoid this problem.

Understanding Overfitting

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