├── .DS_Store ├── Build-ML-App-FASTAPI ├── .DS_Store ├── MANIFEST.in ├── README.md ├── loan_fast_api_app.py ├── main.py ├── prediction_model │ ├── .DS_Store │ ├── VERSION │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── pipeline.cpython-311.pyc │ │ └── predict.cpython-311.pyc │ ├── config │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── config.cpython-311.pyc │ │ └── config.py │ ├── datasets │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── loan_approval_dataset.csv │ │ ├── test_data.csv │ │ ├── test_data_features.csv │ │ └── test_data_target.csv │ ├── pipeline.py │ ├── predict.py │ ├── processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── data_handling.cpython-311.pyc │ │ │ └── preprocessing.cpython-311.pyc │ │ ├── data_handling.py │ │ └── preprocessing.py │ ├── trained_models │ │ ├── __init__.py │ │ └── classification.pkl │ └── training_pipeline.py ├── pydantic-demo.py ├── requirements.txt └── tests │ ├── __pycache__ │ └── test_prediction.cpython-311-pytest-7.4.0.pyc │ ├── pytest.ini │ └── test_prediction.py ├── Build-ML-App-Flask ├── .DS_Store ├── README.md ├── basic-demo-flask │ ├── main.py │ └── templates │ │ ├── solution.html │ │ └── square.html ├── ml-flask-app │ ├── .DS_Store │ ├── MANIFEST.in │ ├── app.py │ ├── prediction_model │ │ ├── .DS_Store │ │ ├── VERSION │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── pipeline.cpython-311.pyc │ │ │ └── predict.cpython-311.pyc │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ └── config.cpython-311.pyc │ │ │ └── config.py │ │ ├── datasets │ │ │ ├── .DS_Store │ │ │ ├── __init__.py │ │ │ ├── loan_approval_dataset.csv │ │ │ ├── test_data.csv │ │ │ ├── test_data_features.csv │ │ │ └── test_data_target.csv │ │ ├── pipeline.py │ │ ├── predict.py │ │ ├── processing │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ ├── data_handling.cpython-311.pyc │ │ │ │ └── preprocessing.cpython-311.pyc │ │ │ ├── data_handling.py │ │ │ └── preprocessing.py │ │ ├── trained_models │ │ │ ├── __init__.py │ │ │ └── classification.pkl │ │ └── training_pipeline.py │ ├── setup.py │ ├── templates │ │ └── homepage.html │ └── tests │ │ ├── __pycache__ │ │ └── test_prediction.cpython-311-pytest-7.4.0.pyc │ │ ├── pytest.ini │ │ └── test_prediction.py └── requirements.txt ├── Build-ML-App-Streamlit ├── .DS_Store ├── README.md ├── app.py ├── prediction_model │ ├── .DS_Store │ ├── VERSION │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── pipeline.cpython-311.pyc │ │ └── predict.cpython-311.pyc │ ├── config │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── config.cpython-311.pyc │ │ └── config.py │ ├── datasets │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── loan_approval_dataset.csv │ │ ├── test_data.csv │ │ ├── test_data_features.csv │ │ └── test_data_target.csv │ ├── pipeline.py │ ├── predict.py │ ├── processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── data_handling.cpython-311.pyc │ │ │ └── preprocessing.cpython-311.pyc │ │ ├── data_handling.py │ │ └── preprocessing.py │ ├── trained_models │ │ ├── __init__.py │ │ └── classification.pkl │ └── training_pipeline.py ├── requirements.txt └── streamlit-ml-app.py ├── Continuous-Monitoring-Prometheus-Grafana ├── .DS_Store ├── Continuous-Monitoring-ML-Application │ ├── .DS_Store │ ├── Architecture.pdf │ ├── Dockerfile │ ├── MANIFEST.in │ ├── README.md │ ├── config.monitoring │ ├── datasource.yml │ ├── docker-compose.yaml │ ├── grafana-dashboard.json │ ├── main.py │ ├── prediction_model │ │ ├── .DS_Store │ │ ├── VERSION │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── pipeline.cpython-311.pyc │ │ │ └── predict.cpython-311.pyc │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ └── config.cpython-311.pyc │ │ │ └── config.py │ │ ├── datasets │ │ │ ├── .DS_Store │ │ │ ├── __init__.py │ │ │ ├── loan_approval_dataset.csv │ │ │ ├── test_data.csv │ │ │ ├── test_data_features.csv │ │ │ └── test_data_target.csv │ │ ├── pipeline.py │ │ ├── predict.py │ │ ├── processing │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ ├── data_handling.cpython-311.pyc │ │ │ │ └── preprocessing.cpython-311.pyc │ │ │ ├── data_handling.py │ │ │ └── preprocessing.py │ │ ├── trained_models │ │ │ ├── __init__.py │ │ │ └── classification.pkl │ │ └── training_pipeline.py │ ├── prometheus.yml │ ├── requirements.txt │ ├── setup.py │ └── tests │ │ ├── __pycache__ │ │ └── test_prediction.cpython-311-pytest-7.4.0.pyc │ │ ├── pytest.ini │ │ └── test_prediction.py ├── Prometheus-Grafana-Learning │ ├── .DS_Store │ ├── fast-api-metrics │ │ ├── Dockerfile │ │ ├── main.py │ │ └── requirements.txt │ └── scripts │ │ ├── 1-install.sh │ │ ├── 2-node-exporter.sh │ │ ├── 3-install-grafana.sh │ │ ├── 4-install-docker.sh │ │ └── add-fastapi-app.sh ├── README.md └── prometheus.yaml ├── Deploy-Applications-Docker-Compose ├── flask-compose │ ├── Dockerfile │ ├── README.md │ ├── app.py │ ├── docker-compose.yaml │ └── requirements.txt └── prometheus-grafana-compose │ ├── docker-compose.yaml │ ├── grafana │ └── datasource.yaml │ └── prometheus │ └── prometheus.yml ├── Docker-for-ML ├── .DS_Store ├── README.md ├── docker-mlflow │ ├── Dockerfile │ ├── MLProject │ ├── README.md │ ├── train.py │ └── wine-quality.csv ├── docker_cheatsheet.pdf └── flask-app │ ├── .DS_Store │ ├── Dockerfile │ ├── app.py │ ├── requirements.txt │ └── templates │ └── index.html ├── Getting-Started-with-AWS ├── NLP.png └── README.md ├── Git-For-MLOps ├── README.md ├── file1.py ├── git4mlops.png ├── image-1.png └── image.png ├── Kubernetes-101 ├── README.md ├── initpod.yml ├── kubectl-commands-cheat-sheet-by-pnap.pdf ├── pod.yml └── svc-cloud.yml ├── Linux-Basics └── README.md ├── ML-Monitoring-WhyLogs ├── WhyLogs_ML_Monitoring_Data_Drift,_Bias,_Explainability.ipynb └── datasets │ ├── iris_10_statefl_1.csv │ ├── iris_11_statefl_1.csv │ ├── iris_12_statefl_1.csv │ ├── iris_13_statefl_1.csv │ ├── iris_14_statefl_1.csv │ ├── iris_1_no_drift.csv │ ├── iris_2_no_drift.csv │ ├── iris_3_no_drift.csv │ ├── iris_4_drift_0s.csv │ ├── iris_5_drift.csv │ ├── iris_6_drift.csv │ ├── iris_7_no_drift.csv │ ├── iris_8_statefl_1.csv │ └── iris_9_statefl_1.csv ├── MLFlow-Manage-ML-Experiments ├── .DS_Store ├── MLProject ├── README.md ├── basic_ml.py ├── conda.yaml ├── demo.py ├── help.py ├── loan_prediction.py ├── model-serve.py ├── plots │ └── ROC_curve.png ├── test-model.py └── train.csv ├── Packaging-ML-Model ├── .DS_Store ├── Experiments │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── Loan-Experiment-Data-Scientist-checkpoint.ipynb │ │ └── Untitled-checkpoint.ipynb │ ├── Loan-Experiment-Data-Scientist.ipynb │ ├── PackageA │ │ ├── .DS_Store │ │ ├── SubPackageA │ │ │ ├── __init__.py │ │ │ ├── f3.py │ │ │ └── f4.py │ │ ├── SubPackageB │ │ │ ├── __init__.py │ │ │ └── f5.py │ │ ├── __init__.py │ │ ├── f1.py │ │ └── f2.py │ ├── loan_approval_dataset.csv │ └── my_trained_model_v1.pkl ├── README.md ├── loan_approval_dataset.csv └── packaging-ml-model │ ├── .DS_Store │ ├── MANIFEST.in │ ├── README.md │ ├── prediction_model │ ├── .DS_Store │ ├── VERSION │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── pipeline.cpython-310.pyc │ │ ├── pipeline.cpython-311.pyc │ │ └── predict.cpython-311.pyc │ ├── config │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── config.cpython-310.pyc │ │ │ └── config.cpython-311.pyc │ │ └── config.py │ ├── datasets │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── loan_approval_dataset.csv │ │ └── test_data.csv │ ├── pipeline.py │ ├── predict.py │ ├── processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── data_handling.cpython-310.pyc │ │ │ ├── data_handling.cpython-311.pyc │ │ │ ├── preprocessing.cpython-310.pyc │ │ │ └── preprocessing.cpython-311.pyc │ │ ├── data_handling.py │ │ └── preprocessing.py │ ├── trained_models │ │ ├── __init__.py │ │ └── classification.pkl │ └── training_pipeline.py │ ├── requirements.txt │ ├── setup.py │ └── tests │ ├── __pycache__ │ ├── test_prediction.cpython-311-pytest-7.4.0.pyc │ └── test_prediction.cpython-311-pytest-7.4.2.pyc │ ├── pytest.ini │ └── test_prediction.py ├── Python-For-DataScience-MLOps ├── EDA │ ├── DSSAP S07A02 - Google Colab .pdf │ ├── Uber Analysis - Assignment Questions.ipynb │ ├── Uber Analysis - Assignment Solution.ipynb │ ├── exploratory-data-analysis-with-large-data.ipynb │ └── uber.csv ├── Matplotlib │ ├── 1. Matplotlib Line Plot.ipynb │ ├── 2_Matplotlib_Scatterplot.ipynb │ ├── 3. Visualization with seaborn.ipynb │ ├── Automobile.csv │ ├── Automobile_new.csv │ ├── Matplotlib Assignment Questions.ipynb │ ├── Matplotlib Assignment Solution.ipynb │ └── tips.csv ├── Numpy │ ├── NumPy Library - Data Science.ipynb │ ├── Numpy Broadcasting.xlsx │ ├── Numpy Exercise 1.ipynb │ └── Numpy Exercise 2.ipynb ├── Pandas │ ├── Pandas Exercise .ipynb │ ├── Pandas Library - Data Science.ipynb │ └── housing.csv ├── README.md └── Seaborn │ ├── Automobile_new.csv │ ├── Seaborn Assignment Questions.ipynb │ ├── Seaborn Assignment Solution.ipynb │ └── Visualization with seaborn.ipynb ├── Python-for-mlops ├── .DS_Store ├── Class Notes.png ├── CorePython Programming.ipynb ├── QuickTour.ipynb ├── README.md ├── example.txt ├── example_2.txt ├── my_module.py └── script.py ├── README.md ├── YAML-Basics └── yaml-basics.yaml ├── ci-cd-ml-project ├── .DS_Store ├── .github │ └── workflows │ │ └── actions.yml ├── Dockerfile ├── MANIFEST.in ├── README.md ├── main.py ├── prediction_model │ ├── .DS_Store │ ├── VERSION │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── pipeline.cpython-311.pyc │ │ └── predict.cpython-311.pyc │ ├── config │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── config.cpython-311.pyc │ │ └── config.py │ ├── datasets │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── loan_approval_dataset.csv │ │ ├── test_data.csv │ │ ├── test_data_features.csv │ │ └── test_data_target.csv │ ├── pipeline.py │ ├── predict.py │ ├── processing │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── data_handling.cpython-311.pyc │ │ │ └── preprocessing.cpython-311.pyc │ │ ├── data_handling.py │ │ └── preprocessing.py │ ├── trained_models │ │ ├── __init__.py │ │ └── classification.pkl │ └── training_pipeline.py ├── requirements.txt ├── setup.py └── tests │ ├── __pycache__ │ └── test_prediction.cpython-311-pytest-7.4.0.pyc │ ├── pytest.ini │ └── test_prediction.py ├── ci-cd-python ├── .github │ └── workflows │ │ └── actions.yml ├── Dockerfile ├── README.md ├── app.py ├── requirements.txt └── tests.py ├── github-actions ├── README.md ├── first-github.yaml └── github-actions-demo.yaml ├── package-management-python ├── .DS_Store ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb ├── README.md └── hello-world │ ├── dist │ └── hello_world_akjshya-0.0.1.tar.gz │ ├── hello_world │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── main.cpython-310.pyc │ │ └── main.cpython-311.pyc │ └── main.py │ ├── hello_world_akjshya.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ └── top_level.txt │ └── setup.py └── pytest-devops-mlops ├── __pycache__ ├── calculator.cpython-311.pyc ├── main.cpython-311.pyc ├── test_add.cpython-311-pytest-7.4.0.pyc ├── test_app.cpython-311-pytest-7.4.0.pyc └── test_calculator_fixture.cpython-311-pytest-7.4.0.pyc ├── app.py ├── calculator.py ├── main.py ├── test_add.py ├── 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