## 1. Introduction To Data Science On AWS ## 2. Data Science Use Cases ## 3. Automated Machine Learning ## 4. Ingest Data Into The Cloud ## 5. Explore The Dataset ## 6. Prepare The Dataset For Model Training ## 7. Train Your First Model ## 8. Train And Optimize Models At Scale ## 9. Deploy Models To Production ## 10. Pipeline And MLOps ## 11. Streaming Analytics And Machine Learning ## 12. Secure Data Science On AWS