How I'd Learn AI (if I could start over)

I’ve now released a free Python for AI course that’s the best place to start your AI journey. 💼 Need help with a project? ⏱️

Intermediate - 18 min - AI & Data - Dave Ebbelaar

The full course: Learn Becoming an AI Engineer free

What you'll need

Laptop stand: Screen at eye level for long study sessions.
Noise-cancelling headphones: Focus through long video lessons.
Second monitor: Video on one screen, practice on the other.
Wireless keyboard and mouse: Comfortable for hours of typing.

Books

AI Engineering by Chip Huyen - View on Amazon
Designing Machine Learning Systems by Chip Huyen - View on Amazon

Next lessons

AI Engineer Roadmap | How I'd Learn AI in 2024 (31 min, codebasics, Intermediate)
AI Career Opportunities | Career in AI with Salaries (14 min, codebasics, Intermediate)
Data Scientist vs. AI Engineer (11 min, IBM Technology, Intermediate)
How Kaggle Helped Him Become ML Engineer With Mechanical Engineer Degree (23 min, codebasics, Intermediate)
17 Python Libraries Every AI Engineer Should Know (20 min, Dave Ebbelaar, Intermediate)
AI Engineer Roadmap | How I'd Learn AI in 2026 (66 min, codebasics, Intermediate)
AI Engineer Roadmap – How to Learn AI in 2025 (55 min, freeCodeCamp.org, Intermediate)
End-to-End Machine Learning Project – AI, MLOps (168 min, freeCodeCamp.org, Intermediate)