2021-12-04
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Sampling from a multivariate Gaussian (Normal) distribution with Python code

3 mins readMultivariate Gaussian distribution is a fundamental concept in statistics and machine learning that finds applications in various fields, including data […]
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2021-11-04
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Steps to Deploy Django with Postgres, Nginx, and Gunicorn on Ubuntu 18.04

6 mins readIn this guide, I will go through all the steps to create a VPS, secure it and deploy a Django […]
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2021-08-03
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How to use black, flake8, isort, and pre-commit framework to format Python codes

12 mins readblack: The Uncompromising Code Formatter With black you can format Python code from 2.7 all the way to 3.8 (as of version […]
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2021-07-25
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Best practices for Python exceptions

9 mins readPython is a popular and versatile programming language used in a wide range of applications. One of the most important […]
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2021-06-26
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A complete guide on Pandas Grouping, Aggregating, and Transformation

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