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Lesson Description Beta This lesson is in the beta phase, which means that it is ready for teaching by instructors outside of the original author team.

    Lesson Description
    Introduction to Machine Learning in Python
    • Introduction to Machine Learning in Python
    • Key Points
    • Instructor Notes
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    Introduction to Machine Learning in Python
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    Summary and Schedule
    1. Introduction
    2. Data preparation
    3. Learning
    4. Modelling
    5. Validation
    6. Evaluation
    7. Bootstrapping
    8. Data leakage

    • Key Points
    • Instructor Notes
    • Extract All Images

    • Discussion
    • Resources

    See all in one page

    Instructor Notes

    FIXME

    Introduction


    Data preparation


    Learning


    Modelling


    Validation


    Evaluation


    Bootstrapping


    Data leakage



    This lesson is subject to the Code of Conduct

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    Materials licensed under CC-BY 4.0 by the authors

    Template licensed under CC-BY 4.0 by The Carpentries

    Built with sandpaper (0.16.12), pegboard (0.7.9), and varnish (1.0.6)


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