Assignment Task: Predict the Flight Delay
Flight delays not only irritate air passengers and disrupt their schedules but also cause:
- a decrease in efficiency
- an increase in capital costs reallocation of flight crews and aircraft
- an additional crew expenses
This test aims to predict whether the given flight will be delayed or not. The accurate prediction of flight delays will help all players in the air travel ecosystem to set up effective action plans to reduce the impact of the delays and avoid loss of time, capital and resources.
You are required to perform exploratory data analysis using visualization to generate any insights that help business to understand what factors may cause flight delay. Optionally, you may use IATA code reference (external data source - Search in internet) for decoding the airport or flight codes for better explanation of variables in visualizations.
You also need to build a flight delay predictive model using Machine Learning techniques. You may derive new features from the existing features and also from the domain knowledge, which may help in improving the model efficiency.
Attachment:- Predict the flight delay.rar