Machine Learning
Walk-and-listen fundamentals and practical machine learning.
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Lesson 101 ~10 min
Machine Learning 101
What ML is, the three main types, and how to think about models clearly.
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Lesson 101a ~12 min
Machine Learning 101a — Loss & MSE
What a loss function is, why models need one, and mean squared error with a walk-friendly example.
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Lesson 102 ~20 min
Machine Learning 102
How models learn, evaluation, splits, and an end-to-end workflow.