A Gentle Introduction to Optimization

What is optimization and how does it work behind the scenes?

Julia Kho
Towards Data Science
12 min readJun 3, 2022

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Photo by Ricardo Gomez Angel on Unsplash

In this article, you will learn the basics of optimization and gain an understanding of how optimization truly works behind the scenes. Through two example problems, I will illustrate how to build an easy optimization problem and show you how changes to the components of the problem may affect your…

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Julia is an analytics professional who loves to write easy to understand Python and data science articles for beginners