How I'd learn ML in 2025 (if I could start over)

If you want to learn AI/ ML in 2025 but don't know how to start, this video will help. In it, I share the 6 key steps I would take to learn ML if I could start over.
Enjoy 💛

=== Links to resources ===
Math
Why Machines Learn (affiliate link): https://amzn.to/41T18ME
Khan Academy: https://www.khanacademy.org/

Machine Learning
Andrew Ng's ML specialization: https://www.coursera.org/specializati...

Deep Learning
Andrew Ng's DL specialization: https://www.coursera.org/specializati...
Stanford CS25: https://web.stanford.edu/class/cs25/
- ‪@AndrejKarpathy‬
Understanding Deep Learning: https://udlbook.github.io/udlbook/

Projects
Kaggle: https://www.kaggle.com/
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================== Timestamps ================
00:00 - Intro
00:36 - Python
02:29 - Math
06:50 - Machine Learning
08:10 - Deep Learning
11:47 - Projects
=============================================

#ai #datascience #machinelearning