AI Learning Roadmap
You’ve just made the best decision of your life — you decided to become an Artificial Intelligence Engineer. But where do you even start?
Every beginner’s course out there throws a bunch of math at you right from the start — gradient descent, backpropagation, and words that make your brain explode! Another reason it feels so overwhelming is because being an AI Engineer means that you’re juggling four professions all at once: Software Developer, Data Scientist, Mathematician, and of course — AI Engineer.
Each of those on its own takes years to learn — so no wonder it’s so hard to organize these fields of study in your head!
So in the video below 👇 I’ll help you bring order to the chaos! We’ll connect the big picture first, giving you enough background to start your journey confidently, and then I'll walk through a clear, step-by-step roadmap that shows you exactly what to learn—and in what order.
⚠️ Don't forget to grab the free AI Learning Checklist to track your progress, and the video slides right under it for easy reference. A detailed text version of the roadmap will be added to this post soon, so feel free to bookmark this page and check back later!
Download Roadmap Checklist
Print the PDF document and check topics as you learn them
Download Video Slides
If you're an educator, please feel free to use my slides for your lessons, lectures and anything else (Google Drive link, as the slides are a bit too big for embedding in this blog. Compressed version available below as well 👇).
Watch My AI Learning Roadmap
A video version of my Roadmap is available to watch here and on YouTube:
AI Learning Roadmap for Beginners - Become an AI Engineer Step by Step 🚀
Read My AI Learning Roadmap
A text version of the roadmap is coming soon...
AI Learning Resources from the Video
1. Python Learning:
- 🐍 My Python Learning Roadmap:
https://youtu.be/wFEC7VbWBZo - 🛣️ Python Learning Beginners Playlist:
https://www.youtube.com/playlist?list=PLqXS1b2lRpYTI2GUM66gNqt690svYsdsD - 🐼 Pandas Beginners Guide:
https://youtu.be/zN2Hua6oII0 - 📈 Make Graphs with Pandas:
https://youtu.be/P4F3PzCMrtk - ⛓️ NumPy Arrays:
https://youtu.be/lLRBYKwP8GQ - ✖️ NumPy Operations:
https://youtu.be/E1IPJOd7dWQ
2. AI Learning:
- 🧠 Neural Network Simply Explained:
https://youtu.be/i1AqHG4k8mE - 🤖 My AI & ML Simplified Playlist:
https://www.youtube.com/playlist?list=PLqXS1b2lRpYTpUIEu3oxfhhTuBXmMPppA
Credits
- Beautiful Icons by: flaticon.com
- Beautiful graphics by: freepik.com
