Naive Bayes explained
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): https://www.sebastian-mantey.com/theo...
Kaggle Titanic Data Set: https://www.kaggle.com/c/titanic
Data that I already prepared: https://github.com/SebastianMantey/Na...
"Naive Bayes explained" playlist: • Naive Bayes explained
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