kaggle 필사 커리큘럼 -(진행중)

2021. 5. 10. 14:09레퍼런스/Kaggle

[이유한님] 캐글 코리아 캐글 스터디 커널 커리큘럼 (tistory.com)

 

[이유한님] 캐글 코리아 캐글 스터디 커널 커리큘럼

유한님이 이전에 공유해주신 캐글 커널 커리큘럼 정리본입니다. 다들 Keep Going 합시다!! 커리큘럼 참여 방법 필사적으로 필사하세요 커널의 A 부터 Z 까지 다 똑같이 따라 적기! 똑같이 3번적고 다

kaggle-kr.tistory.com

 

 

Binary classification : Tabular data

1st level. Titanic: Machine Learning from Disaster

2nd level. Porto Seguro’s Safe Driver Prediction

3rd level. Home Credit Default Risk

Multi-class classification : Tabular data

1st level. Costa Rican Household Poverty Level Prediction

Binary classification : Image classification

1st level. Statoil/C-CORE Iceberg Classifier Challenge

Multi-class classification : Image classification

1st level. TensorFlow Speech Recognition Challenge

Regression : Tabular data

1st level. New York City Taxi Trip Duration

2nd level. Zillow Prize: Zillow’s Home Value Prediction (Zestimate)

Object segmentation : Deep learning

1st level. 2018 Data Science Bowl

Natural language processing : classification, regression

1st level. Spooky Author Identification

2nd level. Mercari Price Suggestion Challenge

3rd level. Toxic Comment Classification Challenge

Other dataset : anomaly detection, visualization

1st level. Credit Card Fraud Detection

2nd level. Kaggle Machine Learning & Data Science Survey 2017