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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J-Secur1ty JCharisTech
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Great tutorial! Could you please share the Jupyter notebook file?
Nice video 😊 thanks for sharing 🤠💚💚
Thank you too, Glad it was helpful
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.