This Aviation Data-driven Decision Making (AD3M) online course explores the fundamental concepts behind data-driven decision making.
Note that Part 1 remains a prerequisite for attending the Virtual and Classroom courses.
Participants who complete the AD3M online course will be able to explain the fundamental concepts behind data-driven decision making.
The following five online modules cover:
What is AD3M? Challenges and benefits.
Data management, data governance, data development, data quality, data security.
What are metrics? Indicators. What makes a good indicator?
What is data analysis? Types of statistical analysis. Descriptive statistics. Inferential statistics. Correlation vs Causation. Predictive analysis. Regression model.
Data visualization. Basic charts, stacking, time series, scatterplots, maps, dashboards.
Module 1 - Introduction
Module 2 - Data management
Module 3 – Metrics and Indicators
Module 4 – Basic Statistical Analysis
Module 5 - Visualization and Reporting
Primary Target Population
Aviation professionals and managers from Civil Aviation Authorities (CAAs), airlines, aerodrome operators, and other service providers involved in collecting, managing, reporting or making decisions using aviation data.