├── README.md ├── Step 1. EDA.ipynb ├── Step 2. Data Cleaning.ipynb ├── Step 3. Model Training.ipynb ├── Step 4. Scripting the Process.ipynb ├── Step 5. Model Deployment.ipynb ├── Step 6. Containerization.ipynb ├── Step 7. Cloud Deployment.ipynb ├── assets ├── allstate_banner-660x120.png ├── docker-process.drawio ├── docker-process.png ├── docker.png ├── ml-iceberg.jpg └── tweet_eda.png ├── requirements.txt ├── scripts ├── Dockerfile ├── clean_data.py ├── data │ ├── test.csv.gz │ ├── test_cleaned.csv.gz │ ├── train.csv.gz │ └── train_cleaned.csv.gz ├── inference.py ├── model │ └── model.bin ├── requirements.txt └── train.py └── virtual-env ├── Pipfile ├── Pipfile.lock ├── README.md └── requirements.txt /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hamedonline/ml-workflow/HEAD/README.md -------------------------------------------------------------------------------- /Step 1. 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