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/ ====================== ⬇️ Follow me on my other socials and feel free to DM questions! ⬇️ 🔹 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