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jadijadi/machine_learning_with_python_jadi

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  • cars_clus.csv
  • cell_samples.csv
  • china_gdp.csv
  • ChurnData.csv
  • Cust_Segmentation.csv
  • Deploy.ipynb
  • drug200.csv
  • drugtree.png
  • FuelConsumption.csv
  • ML0101EN-Clas-Decision-Trees-drug.ipynb
  • ML0101EN-Clas-K-Nearest-neighbors-CustCat.ipynb
  • ML0101EN-Clas-Logistic-Reg-churn.ipynb
  • ML0101EN-Clas-SVM-cancer.ipynb
  • ML0101EN-Clus-DBSCN-weather.ipynb
  • ML0101EN-Clus-Hierarchical-Cars.ipynb
  • ML0101EN-Clus-K-Means-Customer-Seg.ipynb
  • ML0101EN-RecSys-Collaborative-Filtering-movies.ipynb
  • ML0101EN-RecSys-Content-Based-movies.ipynb
  • ML0101EN-Reg-Mulitple-Linear-Regression-Co2.ipynb
  • ML0101EN-Reg-NonLinearRegression.ipynb
  • ML0101EN-Reg-Polynomial-Regression-Co2.ipynb
  • ML0101EN-Reg-Simple-Linear-Regression-Co2.ipynb
  • movies.csv
  • ratings_sample.csv
  • README.md
  • teleCust1000t.csv
  • weather-stations20140101-20141231.csv
README

machine_learning_with_python_jadi

Course on Maktabkhooneh: https://maktabkhooneh.org/course/%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C-%D9%85%D8%A7%D8%B4%DB%8C%D9%86-%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86-mk1318/

My blog: http://jadi.net/2021/10/machine-learning-with-python-jadi/

Slides: https://docs.google.com/presentation/d/1GzB4JPRrl7OzPo3Yp6pywZeaj03gSUyxMFfmTHt6nzE/edit?usp=sharing

Note: github does not accept files larger than 100MB. So I truncated the ratings.csv to only 3.9M rows. For the original file, please use the link in the notebook to download the dataset.

About

The notebooks we use on ML course

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Contributors

@jadijadi@amiralisahraei@arsalanyavari@fatemepasandide@Fatemeh-ameri@mazdakdev@pymalch@marziehben
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  • Jupyter Notebook100.0%
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