[Kaggle]Binary classification : Tabular data

1st level. Titanic: Machine Learning from Disaster

• 타이타닉 튜토리얼 1 - Exploratory data analysis, visualization, machine learning
• EDA To Prediction(DieTanic)
• Titanic Top 4% with ensemble modeling
• Introduction to Ensembling/Stacking in Python

2nd level. Porto Seguro’s Safe Driver Prediction

• Data Preparation & Exploration
• Interactive Porto Insights - A Plot.ly Tutorial
• XGBoost CV (LB .284)
• Porto Seguro Exploratory Analysis and Prediction

3rd level. Home Credit Default Risk

• Introduction: Home Credit Default Risk Competition
• Introduction to Manual Feature Engineering
• Stacking Test-Sklearn, XGBoost, CatBoost, LightGBM
• LightGBM 7th place solution