Learn how acceptance sampling improves quality control by evaluating random samples. Discover its methods, benefits, and historical significance in manufacturing.

In single sampling, a random sample of n items is selected from a lot of size N. If the number d of nonconforming (defective) items found in the sample is less than or equal to an acceptance number c, ...

This repository provides an overview of various sampling methods commonly used in Machine Learning (ML) to manage datasets, handle imbalances, and ensure efficient training. Proper sampling techniques ...