/Team_FDI-DataCreator

Data analysis/prediction Competition

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Team_FDI-DataCreator

2019 데이터 크리에이터 해커톤 우수상 수상작

  • won the 3rd prize
  • Host: Ministry of Science and Technology(과기정통부)
  • Sponsor: NIA(National Information Society Agency)

Team-FDI_DataScience

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🌟Data Analysis for prediction using Python, R🌟
DataAnalysis FDI

Members

  • KimMinJi
  • KimYooBin
  • AhnSunYoung
  • LeeHyeJin
  • ChoHyoungSeo

Data Analysis & Predict

Tournament for data Scientist/Engineering using Machine Learning/Deep Learning etc..

Semi-final tournament

2019.10.5 Myongji Univ.

  • SVM
  • Gausian
  • ensemble RandomForest
  • Logistic Regression

predict category/value of Stock data

Role

  • Preprocessing
  • Logistic (KimMinJi, AhnSunYoung, LeeHyejin)
  • Gausian/SVM/ensemble RandomForest (KimYooBin, ChoHyoungSeo)
  • Presentation (AhnSunYoung, KimYooBin)

final tournament

10/12/2019 Pangyo K-ICT Bigdata Center / Start-Up Campus (Korea, Republic of.)

  • Mise
  • ensemble RandomForest
  • GBoost
  • XGBoost
  • DNN

distribution/finance/sport section

Role

  • Preprocessing (AhnSunYoung, KimMinji)
  • ensemble RandomForest(KimYoobin)
  • XGBoost (LeeHyejin)
  • GBoost(KimYoobin)
  • DNN(ChoHyoungSeo)
  • Presentation (ChoHyoungSeo, KimYooBin)

Roles were flexible

troubleshooting

  • hyperparameter tuning for optimal value
  • random search cv, grid search cv
  • overfit