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S2 · 8 lessons · 4 hrs

ML Foundations, Debugged

Core ML taught through broken models.

You'll finish with: Three working ML projects on GitHub.

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Lessons

  1. 01How machines learnBuilder
  2. 02Python data toolkitBuilder
  3. 03Regression and bias–varianceBuilder
  4. 04Classification and metricsBuilder
  5. 05Trees and boostingBuilder
  6. 06Data leakage and classic bugsBuilder
  7. 07Neural networks with PyTorchBuilder
  8. 08Capstone: end-to-end projectBuilder

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