ballmlsession1581

This course is designed to upgrade your skills as a practical machine learning development expert by implementing the machine learning model of the Home Credit Default Risk competition on Kaggle.

dooleyz3525

Kaggle Advanced Machine Learning Practical Crash Course

입문

초급

중급이상

Machine Learning(ML)

캐글(Kaggle)

Kaggle

Course Introduction and Practice Environment Setup

Understanding Data Analysis for Machine Learning

Kaggle Home Credit Default Risk Get Started

previous_application data processing/model training/evaluation

Bayesian Optimization-based LightGBM Hyperparameter Tuning

bureau and bureau_bal data processing/model training/evaluation

pos_cash_balance, installments, credit_card_balance Data processing/Model training/Evaluation

Training and Evaluation of the Entire Dataset with OOF (Out Of Fold) Prediction