├── .github ├── FUNDING.yml └── workflows │ ├── assign.yml │ └── publish.yml ├── .gitignore ├── .python-version ├── CODE_OF_CONDUCT.md ├── LICENSE.txt ├── README.md ├── docs ├── 0. Overview │ ├── 0.0. Course.md │ ├── 0.1. Projects.md │ ├── 0.2. Datasets.md │ ├── 0.3. Platforms.md │ ├── 0.4. Mentoring.md │ ├── 0.5. Assistants.md │ ├── 0.6. Resources.md │ └── index.md ├── 1. Initializing │ ├── 1.0. System.md │ ├── 1.1. Python.md │ ├── 1.2. uv.md │ ├── 1.3. uv (project).md │ ├── 1.4. git.md │ ├── 1.5. GitHub.md │ ├── 1.6. VS Code.md │ ├── archives │ │ ├── 1.2. pyenv.md │ │ └── 1.3. Poetry.md │ └── index.md ├── 2. Prototyping │ ├── 2.0. Notebooks.md │ ├── 2.1. Imports.md │ ├── 2.2. Configs.md │ ├── 2.3. Datasets.md │ ├── 2.4. Analysis.md │ ├── 2.5. Modeling.md │ ├── 2.6. Evaluations.md │ └── index.md ├── 3. Productionizing │ ├── 3.0. Package.md │ ├── 3.1. Modules.md │ ├── 3.2. Paradigms.md │ ├── 3.3. Entrypoints.md │ ├── 3.4. Configurations.md │ ├── 3.5. Documentations.md │ ├── 3.6. VS Code Workspace.md │ └── index.md ├── 4. Validating │ ├── 4.0. Typing.md │ ├── 4.1. Linting.md │ ├── 4.2. Testing.md │ ├── 4.3. Logging.md │ ├── 4.4. Security.md │ ├── 4.5. Formatting.md │ ├── 4.6. Debugging.md │ └── index.md ├── 5. Refining │ ├── 5.0. Design Patterns.md │ ├── 5.1. Task Automation.md │ ├── 5.2. Pre-Commit Hooks.md │ ├── 5.3. CI-CD Workflows.md │ ├── 5.4. Software Containers.md │ ├── 5.5. AI-ML Experiments.md │ ├── 5.6. Model Registries.md │ ├── archives │ │ └── 5.1. PyInvoke.md │ └── index.md ├── 6. Sharing │ ├── 6.0. Repository.md │ ├── 6.1. License.md │ ├── 6.2. Readme.md │ ├── 6.3. Releases.md │ ├── 6.4. Templates.md │ ├── 6.5. Workstations.md │ ├── 6.6. Contributions.md │ └── index.md ├── 7. Observability │ ├── 7.0. Reproducibility.md │ ├── 7.1. Monitoring.md │ ├── 7.2. Alerting.md │ ├── 7.3. Lineage.md │ ├── 7.4. Costs-KPIs.md │ ├── 7.5. Explainability.md │ ├── 7.6. Infrastructure.md │ └── index.md ├── CNAME ├── assets │ ├── banner.png │ ├── favicon.ico │ └── logo.png ├── img │ ├── analysis │ │ ├── scatter_matrix.png │ │ └── statistics.png │ ├── datasets │ │ └── values.png │ ├── evaluations │ │ ├── errors.png │ │ ├── feature_importances.png │ │ ├── learning_curve.png │ │ ├── params.png │ │ ├── rank.png │ │ └── validation_curve.png │ ├── executions │ │ └── traces.png │ ├── explanations │ │ ├── feature_importances.png │ │ └── sample_explanations.png │ ├── indicators │ │ ├── run_estimator_distributions.png │ │ ├── run_start_time.png │ │ └── run_time.png │ ├── infrastructures │ │ └── system_metrics.png │ ├── lineages │ │ └── datasets.png │ ├── models │ │ └── pipeline.png │ └── monitoring │ │ └── charts.png ├── index.md └── stylesheets │ └── extra.css ├── justfile ├── mkdocs.yml ├── mlops-coding-course.code-workspace ├── pyproject.toml └── uv.lock /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.github/workflows/assign.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/.github/workflows/assign.yml -------------------------------------------------------------------------------- /.github/workflows/publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/.github/workflows/publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/.gitignore -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.13 2 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MLOps-Courses/mlops-coding-course/HEAD/README.md -------------------------------------------------------------------------------- /docs/0. 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