Naive Bayes from Scratch in Python: Introduction

Опубликовано: 17 Февраль 2026
на канале: Sebastian Mantey
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In this series, we are going to code a Naive Bayes classifier from scratch in Python. And this video serves as an introduction. I will present the data that we are going to be working with, namely the Titanic data set. And I will also give a short recap of how the Naive Bayes algorithm works.

Links:
Corresponding blog post: https://www.sebastian-mantey.com/code...
GitHub repo: https://github.com/SebastianMantey/Na...
"Naive Bayes explained" playlist:    • Naive Bayes explained  
"Naive Bayes from scratch" playlist:    • Naive Bayes from Scratch in Python: Introd...  

Timestamps:
0:00 - Intro
0:28 - Import Statements
1:40 - Data Set
3:29 - Recap of the Naive Bayes Algorithm
6:06 - Preparations for the Coding