Pandas Pipes and Scikit-Learn Pipelines Tutorials (Hepatitis Prediction)

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  • Опубликовано: 11 сен 2024
  • In this tutorial we will be using pandas pipes and scikit-learn pipelines for ML prediction.
    💻 Code:github.com/jch...
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    ⏲️===TimeStamps===⏲️
    0:10 Data Science Workflow
    00:50 What is a Pipeline
    02:00 Transformers & Estimators
    03:54 Fetching Data
    08:10 Pandas Pipes For EDA
    12:30 Using Pandas Pipes
    21:30 PdPipes
    25:21 Scaling & Normalizing
    38:00 Model Building
    43:50 Scikit-Learn Pipelines(Method 1)
    55:15 Making Prediction with Pipelines
    58:25 Prediction probability
    59:00 Scikit-learn Pipelines(Method 2) -Make Pipeline
    1:01:50 Recap
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    ⚡ If you need any help just message me in the comments, you never know it might help someone else too. ⚡
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Комментарии • 6

  • @LoveIsTheCure001
    @LoveIsTheCure001 7 месяцев назад

    Great tutorial! Could you please share the Jupyter notebook file?

  • @kunalsoni7681
    @kunalsoni7681 3 года назад

    Nice video 😊 thanks for sharing 🤠💚💚

    • @JCharisTech
      @JCharisTech  3 года назад

      Thank you too, Glad it was helpful

  • @AtemeRee
    @AtemeRee 2 года назад

    Sorry man, but wasting 5 minutes to give three different methods to split the df['Category] into proper form, was a breaking point for me.