Stanley G5 Things I Did to Prepare for An Applied Scientist Interview at Amazon“How did you prepare for your interview with Amazon?”, “How did you prepare for an applied scientist or machine learning scientist…Feb 3, 2022Feb 3, 2022

Stanley GStatistical Learning — LassoIn the statistical learning course, the instructors introduced Lasso regression, which is a linear regression method which performs…Jan 17, 2022Jan 17, 2022

Stanley GStatistical Learning — Bias Variance TradeoffI am starting a series of supplementary materials which I find helpful when I was reading through the Statistical Learning course offered…Jul 18, 2021Jul 18, 2021

Stanley GA detailed walk-through of SHAP example for interpretable machine learningRecently, I have been researching on feature importance methods which are hopefully robust and accurate for interpretability. In the past…Sep 8, 2019Sep 8, 2019