Naive Bayes FROM SCRATCH in Python (no scikit-learn, just math)
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Naive Bayes FROM SCRATCH in Python (no scikit-learn, just math)
Learn how to implement a Naive Bayes Classifier from scratch in Python using just math and NumPy (no machine learning libraries like Scikit-Learn). I’ll start by explaining the core math concepts behind Naive Bayes, including the Bayes Theorem and the Gaussian Distribution to deal with continuous features, and then walk through how to turn ...
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