Music Streaming Service: Customer Churn Detection

• Build a Customer Churn Model for Music Streaming App Users: Overview and Data Preparation
• Build a Customer Churn Model for Music Streaming App Users: Model Selection and Model Explainability

Fleet Predictive Maintenance

E-Commerce Personalization

• Recommendation Engine for E-Commerce Sales
• Recommendation Engine for E-Commerce Sales - Pipeline Mode

Pipelines with NLP for Product Rating Prediction

• Training and Deploying a Text Classification model using Amazon SageMaker Pipelines

Credit Risk

• Risk Bucketing

SageMaker Data Wrangler

• SageMaker Data Wrangler Job Notebook