Serge Aurubin

SERGE AURUBIN

DATA SCIENTIST

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Python for Engineers & Robotics – Master NumPy, Pandas, and ChatGPT Automation

freeCodeCamp.org

August 11, 2026   1

In this comprehensive course, you will learn Python programming from scratch specifically tailored for mechanical engineering and robotics using ChatGPT. You'll start with fundamental concepts like variables, operators, and control flow before mastering essential scientific libraries including NumPy for numerical computations, Pandas for data handling, and Matplotlib for engineering analysis. Through real-world engineering case studies, material selection problems, and automated data workflows, you will gain practical coding skills to optimize your technical analysis and design workflows.

Created by https://gaugehow.com/

❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp

⭐️ Chapters ⭐️
- 00:00 Course Overview & Python Basics
- 01:14 Introduction to Python for Mechanical Engineers
- 02:43 Important Features & Execution of Python
- 05:12 Significance of Python in Mechanical Engineering
- 06:30 Top Applications: Data Analysis, CFD, & Robotics
- 10:44 Setting Up Python & VS Code on Windows
- 13:38 Running Your First Python Program
- 18:53 Interactive Shell (REPL) vs. Python...

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