How I’d Learn Machine Learning
SMRTR summary
A Senior Applied Scientist at Twitch with seven years of experience says the traditional way of learning machine learning — starting with heavy math and calculus — is outdated and inefficient. After coaching 200+ people into the field, he believes building intuition through hands-on practice with real models works far better than grinding through textbooks before ever touching actual ML tools.
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