Music Streaming Service: Customer Churn Detection
------------------------------------------------

.. toctree::
    :maxdepth: 1

    customer_churn/1_cust_churn_dataprep
    customer_churn/2_cust_churn_train_deploy_infer


Fleet Predictive Maintenance
----------------------------

.. toctree::
    :maxdepth: 1

    predictive_maintenance/1_dataprep_dw_job_predmaint
    predictive_maintenance/2_dataprep_predmaint
    predictive_maintenance/3_train_tune_predict_predmaint


E-Commerce Personalization
--------------------------

.. toctree::
    :maxdepth: 1

    retail_recommend/retail_recommend
    retail_recommend/retail_recommend_pipeline




Pipelines with NLP for Product Rating Prediction
------------------------------------------------

.. toctree::
   :maxdepth: 1

   product_ratings_with_pipelines/pipelines_product_ratings


Credit Risk
-----------

.. toctree::
   :maxdepth: 1

   credit_risk/risk_bucketing

SageMaker Data Wrangler
--------------------------


.. toctree::
   :maxdepth: 1

   predictive_maintenance/dw_flow/dw_job