2017-06-12 · Naive Bayes classification methods are quite simple (in terms of model complexity) and commonly used for tasks such as document classification & spam ...

naive-bayes tutorial article

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Machine learning engineer. Broadly curious.
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An Intuitive (and Short) Explanation of Bayes’ Theorem

A condensed version for Bayesian newcomers like myself.

Unfolding Naïve Bayes from Scratch

2018-10-07 ·
Naïve Bayes explained via math, pure Python and then Scikit-learn.

Diabetes Detection Web app StreamLit

2020-05-16 ·
Pima Indian Diabetes Detection with Machine Learning Deep Learning and a web application with Streamlit.io and deployed in Heroku.

Scikit-learn

Examples for all the different utilities within scikit-learn.