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Google ML Bootcamp 5th

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[Coursera] Deep Learning Specialization

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[Kaggle] Binary Classification of Insurance Cross Selling

https://www.kaggle.com/competitions/playground-series-s4e7
Playground Series - Season 4, Episode 7 (Jul 1, 2024 ~ Aug 1, 2024)
Goal: The objective of this competition is to predict which customers respond positively to an automobile insurance offer.

Rank

Top 5%: 91/2234 (about 4%)

Score

Evaluation: AUROC

  • Public:  0.89706
  • Private: 0.89675

[Kaggle] ISIC 2024 - Skin Cancer Detection with 3D-TBP

https://www.kaggle.com/competitions/isic-2024-challenge
Research Code Competition - Identify cancers among skin lesions cropped from 3D total body photographs.
Goal: Develop image-based algorithms to identify histologically confirmed skin cancer cases with single-lesion crops from 3D total body photos (TBP).

Rank

TBA

Score

Evaluation: Partial area under the ROC curve (pAUC) above 80% true positive rate (TPR)

  • Public:  TBA
  • Private: TBA

[Gemma Sprint] NL2SQL gemma 2

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