In this video, we are going to cover how the Naive Bayes algorithm works. Therefor, we are going to use the well-known Titanic data set.
Links:
- Corresponding blog post (and slides): [ Ссылка ]
- Kaggle Titanic Data Set: [ Ссылка ]
- Data that I already prepared: [ Ссылка ]
- "Naive Bayes explained" playlist: [ Ссылка ]
Timestamps:
0:00 - Bayes Theorem
0:42 - Titanic Data Set
3:58 - Look-up Approach
6:34 - Problem of Look-up Approach
11:10 - Estimation Approach (i.e. Naive Bayes)
23:44 - Bayes Theorem revisited
