Aditya Singh

Aditya Singh

A machine learning enthusiast with a knack for finding patterns. In my free time, I like to delve into the world of non-fiction books and video essays.

Make Python Code Faster With Numba

Numba is an open-source Just-In-Time compiler that enables Python developers to translate Python and NumPy code directly into machine code.

naive-bayes-from scratch

Understanding Naive Bayes Classifier From Scratch

Naive Bayes classifiers is a highly scalable probabilistic classifiers that is built upon the Bayes theorem. This article goes through the Bayes theorem, ‘make some assumptions’ and then implement a naive Bayes classifier from scratch.

python context managers

Guide To Python Context Managers: Beyond Files

Context managers are one of those inherently Pythonic features that aren’t available in most languages. They provide a convenient syntax when your code has to open and close connections or manage limited resources.

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