Episode 15 – Naive Bayes: A Simple Probabilistic Classifier | ‪@DatabasePodcasts‬

How can probability detect spam? In this episode, we explain Naive Bayes, its “naive” assumption of independence, smoothing methods, and practical uses. See how it works in text classification and spam detection. Like, Share & Subscribe to @DatabasePodcasts for powerful ML insights made simple! Tags (≈500 chars): naive bayes, naive bayes classifier, naive bayes python, probabilistic classifier, naive bayes spam filter, naive bayes explained, naive bayes text classification, naive bayes smoothing, naive bayes assumption, naive bayes data science, naive bayes tutorial, bayes theorem classifier, naive bayes implementation, naive bayes example, naive bayes in machine learning, text classification algorithms, spam detection machine learning, probabilistic modeling, naive bayes beginner guide, ‪@DatabasePodcasts‬