├── Classification_Algorithms ├── Decision_Tree │ ├── Classification_Algorithms_Decision_Tree.ipynb │ └── Classification_Algorithms_Decision_Tree.py ├── K_Nearest_Neighbour │ ├── Classification_Algorithms_KNN.ipynb │ └── Classification_Algorithms_KNN.py ├── Logistic_Regression │ ├── Logistics_Regression_Model.ipynb │ ├── Logistics_Regression_Model.py │ └── Titanic_Dataset.csv ├── Random Forest │ ├── Classification_Algorithms_Random_Forest.ipynb │ └── Classification_Algorithms_Random_Forest.py └── Support_Vector_Machine │ ├── Support_Vector_Machine.ipynb │ ├── Support_Vector_Machine.py │ └── Titanic_Dataset.csv ├── Extract_Data_using_APIs.ipynb ├── Extract_Data_using_APIs.py ├── Extract_data_from_MongoDB_using_Python.ipynb ├── Extract_data_from_MongoDB_using_Python.py ├── README.md ├── Regression_Algorithms ├── Decision_Tree_Regression │ ├── Decision_Tree_Regression_using_Scikit_Learn.ipynb │ ├── Decision_Tree_Regression_using_Scikit_Learn.py │ ├── Height_Age_Dataset.csv │ └── dtregression.dot ├── Multiple_Linear_Regression │ ├── Multiple_Linear_Regression_Spark_MLLib_PySpark.ipynb │ ├── Multiple_Linear_Regression_Spark_MLLib_PySpark.py │ ├── Multiple_Linear_Regression_using_Scikit_Learn.ipynb │ ├── Multiple_Linear_Regression_using_Scikit_Learn.py │ └── Restaurant_Profit_Data.csv ├── Polynomial_Regression │ ├── Height_Weight_Dataset.csv │ ├── Polynomial_Regression_using_Scikit_Learn.ipynb │ └── Polynomial_Regression_using_Scikit_Learn.py ├── Random_Forest_Regression │ ├── Height_Age_Dataset.csv │ ├── Random_Forest_Regression_using_Scikit_Learn.ipynb │ └── Random_Forest_Regression_using_Scikit_Learn.py └── Simple_Linear_Regression │ ├── Simple_Linear_Regression_using_Scikit_Learn_and_Pyspark.ipynb │ ├── Simple_Linear_Regression_using_Scikit_Learn_and_Pyspark.py │ ├── Simple_Linear_Regression_using_Spark_MLLib.ipynb │ ├── Simple_Linear_Regression_using_Spark_MLLib.py │ └── Student_Grades_Data.csv ├── Scraping_Data_from_Websites.ipynb ├── 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