Thank you for always giving great lectures. This lecture is also the best.

miyang

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 Setting Up the Practice Environment

Understanding Data Analysis for Machine Learning

Getting Started with Kaggle Home Credit Default Risk

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

OOF(Out Of Fold) Prediction for Training and Evaluating the Entire Dataset