Naive Bayes Algorithm Explained | Data Mining | Supervised ML

In this lecture, we explore the Naive Bayes Algorithm, one of the most powerful and beginner-friendly classification algorithms in Machine Learning and Data Science. This video explains the concept step-by-step with clear intuition, mathematical understanding, and practical examples. 📌 Topics Covered: What is Naive Bayes? Bayes Theorem Explained Conditional Probability Why is it called Naive? Types of Naive Bayes Algorithms Working Mechanism Advantages and Limitations Real-world Applications (Spam Detection, Text Classification, Sentiment Analysis) 🎓 Perfect for: Data Science Students AI & Machine Learning Beginners Computer Science Learners Exam Preparation & Concept Revision 👉 Learn Machine Learning concepts in a simple and practical way.