Sampling from a multivariate Gaussian (Normal) distribution with Python code

3 mins read Multivariate Gaussian distribution is a fundamental concept in statistics and machine learning that finds applications in various fields, including data […]

Steps to Deploy Django with Postgres, Nginx, and Gunicorn on Ubuntu 18.04

6 mins read In this guide, I will go through all the steps to create a VPS, secure it and deploy a Django […]

How to use black, flake8, isort, and pre-commit framework to format Python codes

12 mins read black: The Uncompromising Code Formatter With black you can format Python code from 2.7 all the way to 3.8 (as of version […]

Best practices for Python exceptions

9 mins read Python is a popular and versatile programming language used in a wide range of applications. One of the most important […]

A complete guide on Pandas Grouping, Aggregating, and Transformation

51 mins read Introduction One of the most basic analysis functions is grouping and aggregating data. In some cases, this level of analysis […]