├── .gitignore ├── 01-tfx-libraries-deepdive ├── 00-download-data.ipynb ├── 01-data-analysis-tfdv.ipynb ├── 02-data-preproc-tft.ipynb ├── 03-model-training-tf-estimator.ipynb ├── 04-model-validation-tfma.ipynb ├── README.md ├── estimator.joblib └── imgs │ ├── feature-columns.png │ ├── tf-estimator.png │ ├── tfdv.png │ ├── tft.png │ ├── tfx-libraries.png │ └── wide-n-deep.png ├── 02-tfx-pipelines-interactive ├── 01-schema-generation.ipynb ├── 02-e2e-tfx-pipeline.ipynb ├── README.md ├── imgs │ ├── tfdv.png │ └── tfx.png └── modules │ ├── train.py │ └── transform.py ├── 03-tfx-kfp-gcp ├── 00-verify-infra.ipynb ├── 01-load-bq.ipynb ├── 02-deploy-pipeline.ipynb ├── README.md ├── cloudbuild.yaml ├── imgs │ ├── kfp.png │ ├── mlops.png │ └── tfx-kfp.png └── ml-pipeline │ ├── Dockerfile │ ├── modules │ ├── __init__.py │ ├── custom_components.py │ ├── train.py │ └── transform.py │ ├── pipeline.py │ ├── raw_schema │ └── schema.pbtxt │ └── use_mysql_secret.py ├── LICENSE ├── README.md └── 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