├── .ipynb_checkpoints ├── 01_machine_learning_intro-checkpoint.ipynb ├── 02_machine_learning_setup-checkpoint.ipynb ├── 03_getting_started_with_iris-checkpoint.ipynb ├── 04_model_training-checkpoint.ipynb ├── 05_model_evaluation-checkpoint.ipynb ├── 06_linear_regression-checkpoint.ipynb ├── 07_cross_validation-checkpoint.ipynb ├── 08_grid_search-checkpoint.ipynb ├── 09_classification_metrics-checkpoint.ipynb └── IPython Tutorial-checkpoint.ipynb ├── 01_machine_learning_intro.ipynb ├── 02_machine_learning_setup.ipynb ├── 03_getting_started_with_iris.ipynb ├── 04_model_training.ipynb ├── 05_model_evaluation.ipynb ├── 06_linear_regression.ipynb ├── 07_cross_validation.ipynb ├── 08_grid_search.ipynb ├── 09_classification_metrics.ipynb ├── README.md ├── images ├── 01_clustering.png ├── 01_robot.png ├── 01_spam_filter.png ├── 01_supervised_learning.png ├── 02_ipython_header.png ├── 02_sklearn_algorithms.png ├── 02_sklearn_logo.png ├── 03_iris.png ├── 04_1nn_map.png ├── 04_5nn_map.png ├── 04_knn_dataset.png ├── 05_overfitting.png ├── 05_train_test_split.png ├── 07_cross_validation_diagram.png ├── 09_confusion_matrix_1.png └── 09_confusion_matrix_2.png ├── ipython_tutorial.md ├── ml-with-text ├── .gitignore ├── README.md ├── data │ ├── sms.tsv │ └── yelp.csv ├── exercise.ipynb ├── exercise.py ├── exercise_solution.ipynb ├── exercise_solution.py ├── tutorial.html ├── tutorial.ipynb ├── tutorial.py ├── tutorial_with_output.ipynb └── youtube.jpg ├── requirements.txt └── styles └── custom.css /.ipynb_checkpoints/01_machine_learning_intro-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ritchieng/machine-learning-dataschool/HEAD/.ipynb_checkpoints/01_machine_learning_intro-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/02_machine_learning_setup-checkpoint.ipynb: 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