Whether you're designing robotics, analyzing fluid dynamics (CFD), or working through complex engineering data, learning to code is one of the most effective ways to boost your workflow and technical analysis.
We’ve just released a comprehensive new course on the freeCodeCamp.org YouTube channel that will teach you Python for engineering and help you master tools like NumPy and Pandas. You will also learn how leverage AI tools in your workflow.
This course is created for mechanical engineers, robotics enthusiasts, and technical problem solvers who want to leverage modern programming and AI tools in their daily workflows.
You will be guided step-by-step through Python fundamentals before learning about practical engineering applications:
- Python Core Basics: Learn fundamental concepts like variables, control flow ( -
if/elif/else), loops, and functions from an engineer's perspective. - Setup & Environment: Get step-by-step guidance on setting up Python, VS Code, and running your scripts or interactive shells.
- Essential Scientific Libraries: Master key libraries including NumPy for numerical computations, Pandas for data handling, and Matplotlib for plotting and engineering analysis.
- AI-Assisted Learning: Discover how to effectively integrate ChatGPT into your learning process and automate engineering workflows.
- Practical Engineering Applications: Put your skills to work with hands-on case studies involving material selection, simulation, automated data workflows, and robotics.
Watch the full course on the freeCodeCamp.org YouTube channel (7-hour watch).