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

📈 Work with me directly to prepare for all ML interviews: go.mlepath.com/4hGup22
📅 ML System Design interview soon? Let’s do a mock! mockdesignround.com/
📧 Get a weekly dose of MLE advice: mlepath.substack.com/

➤ ML Fundamentals course:    • Stanford CS229: Machine Learning Full Cour...…
➤ Deep learning specialization: www.coursera.org/specializations/deep-learning
➤ Free GPU: colab.research.google.com/
➤ Latest ML papers: arxiv.org/list/cs.AI/recent

00:00 Intro
00:23 Who am I?
00:36 Unknown unknowns
03:40 Concrete questions
04:34 Learning in ML
05:20 M