├── .gitignore ├── LICENSE ├── README.md ├── U3-M10-final-model.ipynb ├── U3-M3-baseline.ipynb ├── U3-M3-data.ipynb ├── U3-M5-nn-intro.ipynb ├── U3-M7-nn-training.ipynb ├── U3-M9-regularization.ipynb ├── U4-M2-tensorflowjs.ipynb ├── U4-M4-tf-prep.ipynb ├── U4-M5-tf-check.ipynb ├── U4-M6-cloud.ipynb ├── U4-M7-local.ipynb ├── data ├── generate.ipynb ├── insurance-customers-10000.csv ├── insurance-customers-1500.csv ├── insurance-customers-300.csv ├── insurance-customers-500-test.csv └── what-if.ipynb ├── docs ├── bootstrap │ ├── css │ │ ├── .DS_Store │ │ ├── bootstrap-grid.css │ │ ├── bootstrap-grid.css.map │ │ ├── bootstrap-grid.min.css │ │ ├── bootstrap-grid.min.css.map │ │ ├── bootstrap-reboot.css │ │ ├── bootstrap-reboot.css.map │ │ ├── bootstrap-reboot.min.css │ │ ├── bootstrap-reboot.min.css.map │ │ ├── bootstrap.css │ │ ├── bootstrap.css.map │ │ ├── bootstrap.min.css │ │ └── bootstrap.min.css.map │ └── js │ │ ├── bootstrap.bundle.js │ │ ├── bootstrap.bundle.js.map │ │ ├── bootstrap.bundle.min.js │ │ ├── bootstrap.bundle.min.js.map │ │ ├── bootstrap.js │ │ ├── bootstrap.js.map │ │ ├── bootstrap.min.js │ │ └── bootstrap.min.js.map ├── index.html ├── load_model.html ├── ml_insurance │ ├── group1-shard1of1 │ ├── group2-shard1of1 │ ├── group3-shard1of1 │ ├── group4-shard1of1 │ ├── group5-shard1of1 │ └── model.json ├── tf.js ├── tf.min.js └── tfjs@0.12.0 ├── exercise ├── manual-decision-boundaries.docx ├── manual-decision-boundaries.pdf ├── plot.py ├── test.png └── train.png ├── img ├── calc.jpg ├── dropout-smerty.jpg ├── encoding3.jpg ├── generalization.jpg ├── generalization2.jpg ├── neuron.jpg └── what-if.png ├── livevideo-deep-learning-crash-course.png ├── model ├── .gitattributes └── insurance.h5 ├── sample_insurance.json ├── solution └── plot.py ├── tf-v2 ├── U3-M10-final-model.ipynb ├── U3-M5-nn-intro.ipynb ├── U3-M7-nn-training.ipynb ├── U3-M9-regularization.ipynb ├── live-coding-intro-twitch.ipynb ├── nn-from-layer-to-model.png └── twitch.png ├── tf 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