(Including but not limited to the following topics)
Topic 1: Civil Aviation
Aerodynamic design and performance of aircraft
Aircraft engines and propulsion technology
Flight dynamics and flight quality
Aircraft structural strength and fatigue
Avionics systems and flight control
Airworthiness certification and safety assessment
Air traffic control and traffic management
Airport planning and ground operations
Aircraft operation and flight scheduling
Aircraft maintenance engineering and health management
Aircraft safety management
Low-altitude flight and general aviation
Unmanned aircraft and urban air transportation
Green aviation and emission reduction technologies
Aeromedical and human factors
Topic 2: Data Analysis
Data collection and preprocessing
Exploratory data analysis
Statistical modeling and inference
Machine learning and deep learning
Time series analysis and prediction
Spatial data analysis
Text mining and natural language processing
Image analysis and computer vision
Anomaly detection and outlier analysis
Association rules and clustering analysis
Dimensionality reduction and feature engineering
Data visualization
Big data platforms and distributed computing
Real-time streaming data processing
Causal inference and experimental design
Topic 3: Risk Management
Risk identification and classification
Risk measurement and assessment methods
Probabilistic risk assessment
Fault tree and event tree analysis
Monte Carlo simulation
Credit risk and market risk
Operational risk and compliance risk
Supply chain risk and resilience
Cybersecurity risk assessment
Natural disaster risk assessment
Financial risk management
Actuarial science and risk transfer
Risk decision-making and utility theory
Risk warning and emergency response
Risk supervision and governance framework