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How Naive Bayes Classifier Works

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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

Dr. Hari Thapliyaal

Dr. Hari Thapliyal is a seasoned professional and prolific blogger with a multifaceted background that spans the realms of Data Science, Project Management, and Advait-Vedanta Philosophy. Holding a Doctorate in AI/NLP from SSBM (Geneva, Switzerland), Hari has earned Master's degrees in Computers, Business Management, Data Science, and Economics, reflecting his dedication to continuous learning and a diverse skill set. With over three decades of experience in management and leadership, Hari has proven expertise in training, consulting, and coaching within the technology sector. His extensive 16+ years in all phases of software product development are complemented by a decade-long focus on course design, training, coaching, and consulting in Project Management. In the dynamic field of Data Science, Hari stands out with more than three years of hands-on experience in software development, training course development, training, and mentoring professionals. His areas of specialization include Data Science, AI, Computer Vision, NLP, complex machine learning algorithms, statistical modeling, pattern identification, and extraction of valuable insights. Hari's professional journey showcases his diverse experience in planning and executing multiple types of projects. He excels in driving stakeholders to identify and resolve business problems, consistently delivering excellent results. Beyond the professional sphere, Hari finds solace in long meditation, often seeking secluded places or immersing himself in the embrace of nature.

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