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Josh Starburns welcomes viewers to Static Quest, sponsored by JAD Bio, where he explains Naive Bayes, focusing on the multinomial Naive Bayes classifier. He mentions the Gaussian Naive Bayes classification as well. The video discusses how to differentiate between normal messages and spam in the context of Naive Bayes during lockdown.