CZ1015 Intro to Data Sci & AI Mini Proj

Dataset: Aviation Accident Database

https://www.kaggle.com/khsamaha/aviation-accident-database-synopses

Problem Statement:

How can we improve the safety of an aircraft?

Workload Distribution:

• Data Cleaning: Guan Wei
  
• Exploratory Analysis & Visualization: Malcom, HeonJung, Guan Wei
  
• Machine Learning:
  
  • Logistic Regression: Guan Wei
    
  • K-Nearest Neighbours, Decision Tree Classifier, Random Forest Classifier: Malcom
    
  • Catboost: Keith
    
• Slides: HeonJung