Naive Bayes'

less than a minute

This course includes

3 articles

7 mins reading time

3 videos • 42 mins

Naive Bayes Intro 6 Topics, Read: 3 mins, 1 Video: 20 mins

Naive Bayes

Use Case

Bayes' Theorem

Challenge

Naive Assumption

Performance

Naive Bayes Introduction | Bayes' Theorem | Naive Assumption | Explained with Example Watch 20 mins

Naive Bayes Issues 5 Topics, Read: 2 mins, 1 Video: 11 mins

Naive Bayes

Problem # 1

Laplace Smoothing

Problem # 2

Logarithm

Naive Bayes' Issues | Laplace Smoothing | Underflow | Explained with Examples Watch 11 mins

Naive Bayes Example 6 Topics, Read: 2 mins, 1 Video: 11 mins

Naive Bayes

Email Classification Problem

Training Phase

Likelihood of 'free'

Inference Time

Final Score

Naive Bayes' Algorithm | Explained with Example Watch 11 mins