Table of contents:

  1. Overview
  2. Business Problem
  3. Machine Learning Formulation
  4. Data Fields
  5. Exploratory Data Analysis
  6. Feature Engineering
  7. Preprocessing
  8. Modelling
  9. Conclusion
  10. Future Work


Shortly before midnight on December 29, 1972, Eastern Airlines Flight 401, scheduled to fly from New York to Miami, crashed into the Florida Everglades, causing 101 fatalities. The crash occurred while the entire cockpit crew was preoccupied with a landing gear light malfunction, and failed to notice that the plane was not on autopilot. This incident shows how important it is for a pilot to be alert about everything that’s going on with the plane.

Business Problem:

Pilots in commercial airlines have to manage…

Darshan Chandrashekhar

Data Scientist | Former Software Engineer

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