---
title: "Discussion on \"NumPy Arrays vs Python Lists — What is the Difference?\" | Hashnode"
description: "Discussion on \"NumPy Arrays vs Python Lists — What is the Difference?\". A head to head comparison of speed, memory, math operations and more — with real code examples"
url: "https://hashnode.com/posts/numpy-arrays-vs-python-lists-what-is-the-difference/69c924ba7816e434a04a0f34"
---

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# [NumPy Arrays vs Python Lists — What is the Difference?](https://abhaygautam.hashnode.dev/numpy-arrays-vs-python-lists-what-is-the-difference?utm_source=hashnode&utm_medium=feed)

A head to head comparison of speed, memory, math operations and more — with real code examples

Mar 29 · 10 min read · abhaygautam.hashnode.dev  
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## Written by

[Abhay Gautam](https://hashnode.com/@abhayintech)

@abhayintech · Pune, India

  
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From C-DAC to corporate — real stories, real code.

Hey! I'm Abhay, a Java Spring Boot developer working in the financial services industry. I started this blog to share what I've learned — from cracking PG-DAC at C-DAC ACTS Pune, to landing my first job, to building real projects from scratch. Here you'll find: Java & Spring Boot tutorials Interview tips & experiences Project breakdowns & code walkthroughs My honest journey as a fresher developer If you're a student, fresher, or someone learning Java — you're in the right place. I write the way I wish someone had written for me. 🚀

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