How to forecast bike dock demand
Company: Two Sigma
Role: Data Scientist
Category: Machine Learning
Difficulty: easy
Interview Round: Technical Screen
Overview: This question evaluates competency in time-series forecasting and demand prediction, including feature engineering, model selection and evaluation, handling nonstationarity, data leakage, overfitting, and operational failure modes.