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Selecting the right Data Science projects as a fresher in a competitive job environment is essential to stand out to potential employers. As a beginner in Data Science, it’s hard to understand all the concepts you learn without implementing them. In Machine Learning, Naive Bayes is a classification algorithm based on Bayes' theorem, which describes the probability of an event based on prior knowledge of conditions related to that event.