Active Learning in Machine Learning Explained

Intuition and Implementation of an Active Learning Pipeline in Python

Vatsal
Towards Data Science
8 min readMar 28, 2022

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Image taken from Unsplash by fynn

The focus of this article will be on explaining the concept, intuition and a simple implementation of an active learning pipeline. The pipeline will be built out in Python and we’ll be using active learning to improve the performance of a binary classification model when…

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