Bangda Sun

Practice makes perfect

Machine Learning

L1 Norm Regularization Explained

Practical Comparison of XGBoost and LightGBM

LightGBM - A more Efficient GBM Framework

XGBoost - How it works

NBSVM - A Strong Classification Baseline

Stanford NLP (coursera) Notes (8) - Max Entropy Model

Stanford NLP (coursera) Notes (7) - Sentiment Analysis

Stanford NLP (coursera) Notes (6) - Text Classification and Naive Bayes

Kaggle Milestone - Expert

Bias and Variance Trade-Off