You have been retained by a haulage company to analyse a dataset based on data collected from heavy Scania trucks in everyday usage: Data Preparation Report, CCT, Ireland
| University | CCT College Dublin (CCT) |
Scenario:
You have been retained by a haulage company to analyse a dataset based on data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that are utilized in various functions in a truck, such as braking and gear
changes.
The dataset’s positive class consists of component failures for a specific component of the APS system. The negative class consists of trucks with failures for components not related to the APS. The data consists of a subset of all available data, selected by experts. This analysis will help
determine the investment strategy for the company in the upcoming year.
All data wrangling, analysis, and visualizations must be generated using python. The company CTO also requires you to rationalize all the decisions that you have made in your report.
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