5 Probabilistic Training Data Sampling Methods in Machine Learning

Appropriate data sampling methods matter for training a good model

Shuchen Du
Towards Data Science
6 min readJul 21, 2022

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Photo by Testalize.me on Unsplash

Data sampling in model training is an overlooked area in machine learning. Machine learning has two sides: modeling and data. Both of them are equally important and should be considered carefully in a real-life machine learning project…

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