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The notebooks we use on ML course

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This is one off the .... ![16543376493495446993948655279954](https://user-images.githubusercontent.com/62296634/171994927-161a4907-d7a0-4a93-99f7-02e14cda67c4.jpg)

In the latest versions of scikit-learn, there is no module sklearn.datasets.samples_generator - it has been replaced with sklearn.datasets

in ML0101EN-Reg-Simple-Linear-Regression-Co2 y_hat= regr.predict(test[['ENGINESIZE','CYLINDERS','FUELCONSUMPTION_COMB']]) x = np.asanyarray(test[['ENGINESIZE','CYLINDERS','FUELCONSUMPTION_COMB']]) y = np.asanyarray(test[['CO2EMISSIONS']]) it causes the bottom warning: /usr/local/lib/python3.8/dist-packages/sklearn/base.py:443: UserWarning: X has feature names, but LinearRegression was fitted without feature names warnings.warn( ......

### warning in given parameter for predict

سلام من ۲۱ سالمه و برنامه نویسی پایتون(ML)و دیتا ساینس کار میکنم ,پایتون سه سال پیش شروع کردم و اومدم دانشگاه بین یادگیریم وقفه افتاد و الان چند ماهی هست...

I have adapted the both recommender system notebooks with the recent versions of **pandas**. ## Changes Summary 1. ```python foo = foo.drop('bar', 1) ``` Has changed to: ```python foo =...

Description: We want you to add a series of tutorials on combining reinforcement learning and other machine-learning concepts to your library. These tutorials help people interested in learning both areas...

با عرض سلام و تشکر بابت آموزش ماشین لرنینگ شما. لطفا در صورت امکان یادگیری تقویتی (Reinforcement learning) را نیز آموزش دهید. با تشکر