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Naive Bayes Classifier - A Friendly Approach

Offered By: Serrano.Academy via YouTube

Tags

Machine Learning Courses Bayes Theorem Courses Spam Detection Courses

Course Description

Overview

Explore a visual explanation of Bayes' Theorem and the Naive Bayes algorithm in this 20-minute video, focusing on their application to spam detection. Gain insights into the Naive Bayes Classifier and Bayes Theorem through clear, step-by-step demonstrations. Discover how to build a simple spam detector using these concepts, with no prior knowledge required beyond basic multiplication and division skills. Follow along as the video breaks down complex ideas into easily digestible segments, covering the introduction, spam detector creation, problem-solving approach, and theoretical foundations.

Syllabus

Introduction
Spam Detector
Problem
Naive Bayes Classifier
Bayes Theorem


Taught by

Serrano.Academy

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