In this blog post I show how to use logistic regression to classify images. Logistic regression is a statistical method for binary classification, i.e. for analyzing the dependency of a binary outcome on one or more independent variables. In a previous blog post I described linear regression. If you’re not familiar …

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Regression represents one of the cornerstones of machine learning. Comprehending its logic and math provides a solid foundation for learning more advanced machine learning techniques such as neural networks. Linear regression is a statistical method for modeling the relationship between variables. It’s used for …

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