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):
– Khan Academy:

Machine Learning
– Andrew Ng’s ML specialization:

Deep Learning
– Andrew Ng’s DL specialization:
– Stanford CS25:
– @AndrejKarpathy
– Understanding Deep Learning:

Projects
Kaggle:
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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
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#ai #datascience #machinelearning

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