Implement Linear Regression Gradient Descent
Company: Databricks
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates understanding of simple linear regression, batch gradient descent, loss function formulation, gradient derivation for model parameters, and training diagnostics such as learning rate, initialization, stopping criteria, feature scaling, and convergence evaluation.