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Rozwiazanie intermediate machine learning tutorial z Kaggle z wykorzystaniem Pythona, Pandasa, Sklearn, XGBoosta

www.kaggle.com/bimbus94/rozwiazanie-tutorialu-machine-learning

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Name		Name	Last commit message	Last commit date
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README.md		README.md
ml_tutorial_kaggle.ipynb		ml_tutorial_kaggle.ipynb

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machine_learning_tutorial-kaggle

Notebook powstał na podstawie tutorialu Machine Learningu na Kaggle. Jest to kopia z mojego Kaggle'a https://www.kaggle.com/bimbus94/rozwiazanie-tutorialu-machine-learning

Wykorzystywane rozwiązania:

Python3
Pandas
Sklearn
XGBoost

Zawiera:

Oczyszczanie danych i imputacje
One-hot encoding
XGBoosting
Wykresy czesciowej zaleznosci (Partial Dependence Plots)
Tworzenie PIPELINE
Cross Validation
Data Leakage

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Rozwiazanie intermediate machine learning tutorial z Kaggle z wykorzystaniem Pythona, Pandasa, Sklearn, XGBoosta

www.kaggle.com/bimbus94/rozwiazanie-tutorialu-machine-learning

machine-learning tutorial pipeline sklearn pandas python3 xgboost regression-models

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