├── Linear regression.ipynb ├── Logistic Regression.ipynb ├── Metrics.ipynb ├── NN from scratch - One hidden layer ├── .ipynb_checkpoints │ └── NN from scratch - One hidden layer-checkpoint.ipynb ├── NN from scratch - One hidden layer.ipynb ├── __pycache__ │ ├── planar_utils.cpython-35.pyc │ ├── planar_utils.cpython-36.pyc │ ├── testCases_v2.cpython-35.pyc │ └── testCases_v2.cpython-36.pyc ├── images │ ├── classification_kiank.png │ ├── grad_summary.png │ ├── sgd.gif │ └── sgd_bad.gif ├── planar_utils.py └── testCases_v2.py ├── Naive Bayes.ipynb ├── Other_Traditional_ML_Models.md ├── Practical_ML.md ├── README.md ├── SVM.ipynb ├── Zillow.ipynb ├── data └── pima-indians-diabetes.csv ├── images ├── bayes_0.png ├── bayes_1.png ├── bayes_2.png ├── bayes_3.png ├── bayes_4.png ├── decision_boundaries.png ├── entropy.png ├── gini.png ├── image_0.png ├── image_1.png ├── image_10.png ├── image_11.png ├── image_12.png ├── image_13.png ├── image_14.png ├── image_15.png ├── image_2.png ├── 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