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Naïve Bayes Classification: Probability-Based M...

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Avatar for Madhuri Mahawar Madhuri Mahawar
September 15, 2026
Education
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Naïve Bayes Classification: Probability-Based Machine Learning

A comprehensive lecture on Naïve Bayes covering Bayes’ theorem, prior, likelihood, posterior probability, conditional independence, Laplace smoothing, Gaussian, Multinomial and Bernoulli variants, and Python implementation.

Avatar for Madhuri Mahawar

Madhuri Mahawar

September 15, 2026

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