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Using Apache Spark for Predicting Degrading and Failing Parts in Aviation
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- 1 Introduction
- 2 Disclaimer
- 3 Who are we
- 4 Heart
- 5 Outline
- 6 Subject Matter Experts
- 7 Collaboration
- 8 Data Complexity
- 9 ETL Pipeline
- 10 Data Science Cycle
- 11 Feature Development
- 12 Deep Learning Models
- 13 Feature Normalization
- 14 Deployment Process
- 15 Communication
- 16 Development Cycle
- 17 Lessons Learned