Implement GLM Training and Prediction from an Explicit Family and Link

Implement GLM Training and Prediction from an Explicit Family and Link

Company: Quantbot Technologies

Role: Data Scientist

Category: Machine Learning

Difficulty: hard

Interview Round: Online Assessment

Overview: Explain a from-scratch generalized linear model through family and link selection, consistent loss and gradients, numerical stability, and prediction semantics.