Four ways to examine the steps of a Pipeline
There are FOUR ways to examine the steps of a Pipeline!
(I prefer method 1 since you can autocomplete the step & parameter names... but method 4 is SO short!)
👉 New tips every TUESDAY and THURSDAY! 👈
🎥 Watch all tips: https://www.youtube.com/playlist?list=PL5-da3qGB5ID7YYAqireYEew2mWVvgmj6
🗒️ Code for all tips: https://github.com/justmarkham/scikit-learn-tips
💌 Get tips via email: https://scikit-learn.tips
=== WANT TO GET BETTER AT MACHINE LEARNING? ===
1) LEARN THE FUNDAMENTALS in my intro course (free!): https://courses.dataschool.io/introduction-to-machine-learning-with-scikit-learn
2) BUILD YOUR ML CONFIDENCE in my intermediate course: https://courses.dataschool.io/building-an-effective-machine-learning-workflow-with-scikit-learn
3) LET'S CONNECT!
- Newsletter: https://www.dataschool.io/subscribe/
- Twitter: https://twitter.com/justmarkham
- Facebook: https://www.facebook.com/DataScienceSchool/
- LinkedIn: https://www.linkedin.com/in/justmarkham/
Видео Four ways to examine the steps of a Pipeline канала Data School
(I prefer method 1 since you can autocomplete the step & parameter names... but method 4 is SO short!)
👉 New tips every TUESDAY and THURSDAY! 👈
🎥 Watch all tips: https://www.youtube.com/playlist?list=PL5-da3qGB5ID7YYAqireYEew2mWVvgmj6
🗒️ Code for all tips: https://github.com/justmarkham/scikit-learn-tips
💌 Get tips via email: https://scikit-learn.tips
=== WANT TO GET BETTER AT MACHINE LEARNING? ===
1) LEARN THE FUNDAMENTALS in my intro course (free!): https://courses.dataschool.io/introduction-to-machine-learning-with-scikit-learn
2) BUILD YOUR ML CONFIDENCE in my intermediate course: https://courses.dataschool.io/building-an-effective-machine-learning-workflow-with-scikit-learn
3) LET'S CONNECT!
- Newsletter: https://www.dataschool.io/subscribe/
- Twitter: https://twitter.com/justmarkham
- Facebook: https://www.facebook.com/DataScienceSchool/
- LinkedIn: https://www.linkedin.com/in/justmarkham/
Видео Four ways to examine the steps of a Pipeline канала Data School
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![Examine the intermediate steps in a Pipeline](https://i.ytimg.com/vi/UrV8PLm2Ynk/default.jpg)
![Drop the first category from binary features (only) with OneHotEncoder](https://i.ytimg.com/vi/6EtfLjKhIec/default.jpg)
![Course outline: "Master Machine Learning with scikit-learn"](https://i.ytimg.com/vi/mN51Tp02RNk/default.jpg)
![Join Data School Insiders on Patreon!](https://i.ytimg.com/vi/RVcEiixeKBk/default.jpg)
![Load a toy dataset into a DataFrame](https://i.ytimg.com/vi/aMLLY9T3HPQ/default.jpg)
![How to read the scikit-learn documentation](https://i.ytimg.com/vi/vUSFLs8w_dg/default.jpg)
![HistGradientBoostingClassifier natively supports missing values](https://i.ytimg.com/vi/jbc6BPQEM3o/default.jpg)
![Shuffle your dataset when using cross_val_score](https://i.ytimg.com/vi/Ld8-_WP0G90/default.jpg)
![Add a missing indicator to encode "missingness" as a feature](https://i.ytimg.com/vi/DKmDJJzayZw/default.jpg)
![Three reasons not to use drop='first' with OneHotEncoder](https://i.ytimg.com/vi/NYtwyvyvDEk/default.jpg)
![Don't use .values when passing a pandas object to scikit-learn](https://i.ytimg.com/vi/f3HIw8o21Ao/default.jpg)
![Estimators only print parameters that have been changed](https://i.ytimg.com/vi/9MW6Vpzbock/default.jpg)
![Additional Resources for Learning Git and GitHub](https://i.ytimg.com/vi/CUEXZ85l-S4/default.jpg)
![What's your favorite pandas trick??](https://i.ytimg.com/vi/FxrGx8cPJlQ/default.jpg)
![Cost-sensitive learning in scikit-learn](https://i.ytimg.com/vi/n21_An7Usyc/default.jpg)
![Most parameters should be passed as keyword arguments](https://i.ytimg.com/vi/oIcS_pvNtpo/default.jpg)
![Passthrough some columns and drop others in a ColumnTransformer](https://i.ytimg.com/vi/vHGRXuOtFnE/default.jpg)
![Tune the parameters of a VotingClassifer or VotingRegressor](https://i.ytimg.com/vi/fvY3InlnOh8/default.jpg)
![Machine Learning with Text in scikit-learn (PyData DC 2016)](https://i.ytimg.com/vi/vTaxdJ6VYWE/default.jpg)
![How do I avoid a SettingWithCopyWarning in pandas?](https://i.ytimg.com/vi/4R4WsDJ-KVc/default.jpg)
![Seven ways to select columns using ColumnTransformer](https://i.ytimg.com/vi/sCt4LVD5hPc/default.jpg)