mlops/mkdocs.yml at main · Insper/mlops · GitHub

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INHERIT: active-handout.yml

site_name: MLOps & Interviews

extra:
  custom_variables:
    repo_aps: https://github.com/insper/mlops
    repo_aps_git: https://github.com/insper/mlops.git

extra_javascript:
  - js/tabs.js
  - js/termynal.js
  - js/custom.js

extra_css:
  - css/termynal.css
  - css/custom.css

nav:
  - "Home": index.md
  - about.md
  - deadlines.md
  - contributions.md
  # - project/project.md
  - APS:
    - "APS 01 Part 1": classes/01-intro/aps01_part_1.md
    - "APS 01 Part 2": classes/01-intro/aps01_part_2.md
    - "APS 02 SQL": classes/03-batch/aps02_sql.md
    - "APS 03 Lambda": classes/07-lambda/aps03_lambda.md
  - Interviews:
    - classes/04-int01/int01.md
    - classes/09-int02/int02.md
#       - classes/14-int03/int03.md
#       - classes/19-int04/int04.md
  - Classes:
    - "01 - Introduction":
      - classes/01-intro/intro.md
      - classes/01-intro/aps01_part_1.md
      - classes/01-intro/aps01_part_2.md
    - "02 - Deploy: first try!":
      - classes/02-api/api_deploy.md
    - "03 - Batch prediction":
      - "Part 1":
        - classes/03-batch/intro.md
        - classes/03-batch/data_formats.md
        - classes/03-batch/practicing.md
      - "Part 2":
        - classes/03-batch/sql.md
        - classes/03-batch/db_tool.md
        - classes/03-batch/dot_env.md
        - classes/03-batch/aps02_sql.md
    - "04 - Interview 01":
      - classes/04-int01/faq.md
      - classes/04-int01/int01.md
    - "05 - Docker":
      - classes/05-docker/intro.md
      - classes/05-docker/s3.md
      - classes/05-docker/docker.md
    - "06 - Message Broker":
      - classes/06-message-broker/intro.md
      - classes/06-message-broker/rabbitmq.md
      - classes/06-message-broker/celery.md
    - "07 - Lambda Functions":
      - "Part 1":
        - classes/07-lambda/aws_lambda.md
        - classes/07-lambda/config_aws_cli.md
        - classes/07-lambda/lambda_practicing.md
        - classes/07-lambda/api_gateway.md
    # - "Part 2":
        - classes/07-lambda/sentiment_analysis.md
        - classes/07-lambda/sa_lambda_function.md
        - classes/07-lambda/lambda_layer.md
      - "Part 2":
        - classes/07-lambda/lambda_quotas.md
        - classes/07-lambda/lambda_and_docker.md
        - classes/07-lambda/iac_terraform_intro.md
        - classes/07-lambda/iac_terraform_sentiment.md
        - classes/07-lambda/aps03_lambda.md
    - "08 - Queues":
      - classes/08-queue/intro.md
      - classes/08-queue/concurrent_execution.md
      - classes/08-queue/sqs_practicing.md
      - classes/08-queue/sqs_and_lambda.md
    - "09 - Interview 02":
      - classes/09-int02/int02.md
    - "10 - Documentation":
      - classes/10-documentation/intro.md
      - classes/10-documentation/code_documentation.md
      - classes/10-documentation/fast_api_docs.md
      - classes/10-documentation/ml_canvas.md
    - "11 - CI/CD":
      - classes/11-ci-cd/intro.md
      - classes/11-ci-cd/testing.md
      - classes/11-ci-cd/auto_deploy.md
    - "12 - Tracking":
      - "Part 1":
        - classes/12-tracking/intro.md
        - classes/12-tracking/mlflow.md
      - "Part 2":
        - classes/12-tracking/centralization.md
        - classes/12-tracking/model_registry.md
    - "13 - Logging":
      - classes/13-logging/intro.md
      - classes/13-logging/python_logging.md
      - classes/13-logging/structured_logging.md
      - classes/13-logging/read_aws_logs.md
    # - "14 - Interview 03":
    #   - classes/14-int03/int03.md
    # - "15 - Monitoring":
    #   # - "Part 1":
    #   - classes/15-monitoring/intro.md
    #   - classes/15-monitoring/metrics.md
    #   - classes/15-monitoring/model_degradation.md
    #   - classes/15-monitoring/data_drift_methods.md
    #   # - "Part 2":
    #   - classes/15-monitoring/data_drift_ml.md
    #   - classes/15-monitoring/performance_degradation.md
    # - "16 - Data versioning":
    #   - "Part 1":
    #     - classes/16-data-versioning/intro.md
    #     - classes/16-data-versioning/dvc.md
    #     - classes/16-data-versioning/s3_storage.md
    #   - "Part 2":
    #     - classes/16-data-versioning/pipelines.md
    #     - classes/16-data-versioning/practicing.md
    # - "17 - Feature store":
    #   - classes/17-feature-store/intro.md
    #   - classes/17-feature-store/feast.md
    # - "18 - Sagemaker":
    #   - classes/18-sagemaker/intro.md
    #   - classes/18-sagemaker/sagemaker.md
    # - "19 - Interview 04":
    #   - classes/19-int04/int04.md