Run EDA and train models while preventing overfitting
Company: Imc
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates proficiency in exploratory data analysis, feature preprocessing, baseline linear regression and small neural network training, as well as detecting and mitigating overfitting and selecting appropriate train/validation/test protocols and evaluation metrics for tabular regression.