ygkim1582

この講義は、Kaggle の Home Credit Default Risk コンテストの機械学習モデルを実装することで、実践的な機械学習構築の専門家としてあなたのスキルをさらにレベルアップできるように作成された講義です。

dooleyz3525

인프런 10주년! 사랑주간 전체 할인

キャッグアドバンスドマシンラーニング本当の打ち抜き

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.

입문

초급

중급이상

Machine Learning(ML)

캐글(Kaggle)

Kaggle

Kaggle Advanced Machine Learning Practical Crash Course

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