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/specializations/machine-learning-introduction

Deep Learning
– Andrew Ng’s DL specialization: https://www.coursera.org/specializations/deep-learning
– 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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🔹 LinkedIn: https://www.linkedin.com/in/boris-meinardus-ba2302177/
🐦 Twitter: https://twitter.com/BorisMeinardus

================== Timestamps ================
00:00 – Intro
00:36 – Python
02:29 – Math
06:50 – Machine Learning
08:10 – Deep Learning
11:47 – Projects
=============================================

#ai #datascience #machinelearning

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