The article explores the Naive Bayes classifier, its workings, the underlying naive Bayes algorithm, and its application in machine learning. Through an intuitive example and Python implementation, the article demonstrates how Naive Bayes in Python can be applied for real-world classification tasks. Complete with code, evaluation metrics, and practical insights, this guide provides a thorough…