2018 February) Coursera: How to Win a Data Science Competition: Learn from Top Kagglers Week 1~ Week 3 Summary

0. Machine Learning Algorithms Linear Model Logistic Regression, Support Vector Machine Tools) scikit learn, Vowpal Rabbit Tree-based Decision Tree, Random Forest, GBDT Tools) scikit learn, XGBoost, LightGBM KNN-based methods Tools) scikit learn Neural Networks Tools) Tensorflow, Keras, Mxnet, Pytorch, Lasagne 1. Data Check Check List Target Metric Domain Knowledge +How data generated 2. Data Pr..