├── Chapter1 └── ch1-code-snippets.ipynb ├── Chapter2 ├── ch2-1-diamond-prices.ipynb └── ch2-2-credit-card-default.ipynb ├── Chapter3 ├── .ipynb_checkpoints │ └── ch3-1-eda-diamond-prices-checkpoint.ipynb ├── ch3-1-eda-diamond-prices.ipynb ├── ch3-2-eda-credit-card-default.ipynb └── tree-viz.ipynb ├── Chapter4 ├── ch4-overfitting-example.ipynb └── ch4-predicting-diamond-prices.ipynb ├── Chapter5 └── ch5-predicting-credit-card-default.ipynb ├── Chapter6 ├── ch6-1-regression-with-neural-networks.ipynb └── ch6-2-classification-with-neural-networks.ipynb ├── Chapter7 ├── ch7-credit-card-def-model-tuning-and-evaluation.ipynb └── ch7-diamond-prices-model-tuning-and-evaluation.ipynb ├── Chapter8 ├── ch8-credit-card-def-model-tuning.ipynb └── ch8-diamond-prices-model-tuning.ipynb ├── Chapter9 ├── Model │ ├── diamond-prices-model.h5 │ ├── pca.joblib │ └── scaler.joblib ├── dash-example-no-user-inputs.py ├── dash-example-user-inputs.py ├── diamonds-model-training.py └── predict-diamond-prices.py 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