├── .gitignore ├── LICENSE ├── README.md ├── assignments ├── Homework #4.pdf ├── Homework #5.pdf ├── Homework #6.pdf └── Project_checklist.pdf ├── data ├── graham.txt ├── shakespeare.txt ├── spell-testset1.txt └── spell-testset2.txt ├── mlsys ├── serverless_101 │ ├── handler.py │ ├── requirements.txt │ └── serverless.yml ├── serverless_sagemaker │ ├── handler.py │ ├── requirements.txt │ └── serverless.yml └── training │ ├── composable.py │ ├── composable_regression_analysis.png │ ├── create_fake_dataset.py │ ├── monolith.py │ ├── monolith_regression_analysis.png │ ├── regression.png │ ├── regression_dataset.txt │ ├── requirements.txt │ ├── sagemaker_entrypoint_script.py │ ├── small_flow.py │ └── small_flow_sagemaker.py ├── notebooks ├── Intro_to_LM.ipynb ├── Intro_to_Text_Classification.ipynb └── Intro_to_Word_Embeddings.ipynb ├── playground ├── comet_playground.py └── requirements.txt ├── project ├── flow_utils.py ├── my_app.py ├── my_flow.py ├── requirements.txt └── templates │ └── 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