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Intro
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Classroom Contents
Data to the Rescue! Predicting and Preventing Accidents at Sea
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- 1 Intro
- 2 Evolutionary Computation
- 3 Introduction
- 4 Why Ships
- 5 Accidents at Sea
- 6 Risky Drivers
- 7 Operational Profiles
- 8 Data
- 9 Windward
- 10 Context
- 11 What a ship is doing
- 12 Geography
- 13 Draft
- 14 Night
- 15 Maps
- 16 Movie
- 17 Separation Zone
- 18 Anomaly Detection
- 19 Weather
- 20 Operational Profile
- 21 Accidents Database
- 22 Machine Learning Models
- 23 Deep Learning
- 24 Time Series Data
- 25 Sentence Completion
- 26 Time Series
- 27 Network
- 28 Predicting Ship Class
- 29 Predicting Kerch Accident
- 30 Insurance Companies
- 31 Lloyds
- 32 Wayne Ward
- 33 How do we gain trust
- 34 How well we become impactful
- 35 How we do it
- 36 Probability vs Loss
- 37 Trust
- 38 Use
- 39 SHAP
- 40 Conclusion
- 41 Questions
