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How Naive Bayes Classifier Works

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Machine Learning AI/ML Models Algorithms Machine Learning Algorithms Machine Learning Statistical Modeling Data Science Statistical Learning

Naive Bayes

How Naive Bayes Classifier Works?
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Naive Bayes classifier example
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In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am assuming you have heard this term many times but are not able to visualize it mentally or struggling to comprehend this. If that is the case, then you are on the right page.

How does Naive Bayes Classifier work in Machine Learning? There are many good explanations, many ways to explain the conditional probability formula but many times even after many reading, and memorizing the formula it does not help. In this presentation, I am trying to explain How the Naive Bayes Classifier works with a simple example and calculations.

Dr. Hari Thapliyaal's avatar
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Dr. Hari Thapliyaal

Writes on data science & AI, project management, and Advaita Vedanta—and builds training and consulting work around those threads.

  • Education: Doctorate in AI/NLP (SSBM, Geneva); masters study across computer science, business, data science, and economics.
  • Career: 30+ years in management and technology leadership; 16+ years across the software product lifecycle; a decade in PM training, coaching, and consulting; hands-on Data Science/AI product solution delivery, course design, and mentoring in GenAI, ML, Deep Learning, NLP and Analytics.
  • Verticals: Solutions and delivery across logistics, BFSI, investment banking, NGOs, staffing, and industrial engineering.
  • Strengths: Clarifying messy stakeholder problems and turning them into practical outcomes.

Away from work: long meditation and quiet time in nature.

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