/Predicting-Engine-Rating

Objective is to write a small Python or R script that predicts the engine rating based on the inspection parameters using only the provided dataset. You need to find all the cases/outliers where the rating has been given incorrectly as compared to current condition of the engine. This task is designed to test your Python or R ability, your knowledge of Data Science techniques, your ability to find trends, outliers, relative importance of variables with deviation in target variable and your ability to work effectively, efficiently and independently within a commercial setting. This task is designed as well to test your hyper-tuning abilities or lateral thinking.   Deliverables: ·         One Python or R script ·         One requirements text file including an exhaustive list of packages and version numbers used in your solution ·         Summary of your insights ·         List of cases which are outliers/incorrectly rated as high or low and it should be backed with analysis/reasons. ·        model object files for reproducibility.

Primary LanguageJupyter Notebook

Predicting-Engine-Rating