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Data Analysis for ML/AI

Visualizing distributions

Histograms, KDEs, violin and box plots — and when each lies to you.

5 lessons Follow in order
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Lessons in sequence

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  1. Lesson 1 of 5

    Histograms in depth

    Enroll to open · 10 min read

  2. Lesson 2 of 5

    Box plots and violin plots

    Enroll to open · 10 min read

  3. Lesson 3 of 5

    ECDFs and percentile plots

    Enroll to open · 9 min read

  4. Lesson 4 of 5

    When distribution charts mislead

    Enroll to open · 9 min read

  5. Lesson 5 of 5

    Choosing the right chart

    Enroll to open · 8 min read

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