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Machine Learning

Classical models

Linear models, trees, baselines, and when simple beats deep.

5 lessons Follow in order
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  1. Lesson 1 of 5

    Linear models

    Enroll to open · 9 min read

  2. Lesson 2 of 5

    Trees and ensembles

    Enroll to open · 9 min read

  3. Lesson 3 of 5

    Naive baselines

    Enroll to open · 6 min read

  4. Lesson 4 of 5

    Model comparison done right

    Enroll to open · 7 min read

  5. Lesson 5 of 5

    Simplicity as a virtue

    Enroll to open · 6 min read

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