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Kaggle

數據科學競賽平台,用於學習和實踐機器學習。

關於 Kaggle

Kaggle 是全球最大的數據科學與機器學習平台及社群。它提供資料集、競賽、課程和程式碼共享的存取。使用者可以參與各種數據科學競賽,與全球頂尖人才合作並競爭。該平台為模型訓練提供免費的 GPU 和 TPU 資源。憑藉其龐大的公開資料集收藏和高品質的程式碼範例,Kaggle 成為學習和提升數據科學與機器學習技能的頂級線上目的地之一。

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#資料科學#機器學習#教育#競爭
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Kaggle 核心功能

CompetitionsParticipate in data science competitions hosted by companies and organizations, solve real-world problems, and compete for prizes and recognition.

DatasetsAccess a vast collection of public datasets across various domains, from finance to healthcare, to practice and build models.

NotebooksWrite and run Python and R code in an interactive environment with free GPU and TPU support, and share your work with the community.

CoursesTake free micro-courses on topics like Python, machine learning, data visualization, and deep learning to build foundational skills.

CommunityEngage with a global community of data scientists, ask questions, share insights, and collaborate on projects.

Free GPU/TPUTrain models using free cloud-based GPU and TPU resources, making it accessible for learners and practitioners without expensive hardware.

Public APIUse the Kaggle API to download datasets, submit competitions, and interact with the platform programmatically.

Kaggle 订阅计划

Free

$0

  • Access to all public datasets
  • Unlimited public notebooks
  • 30 hours of GPU per week
  • Access to competitions
  • Community features

Pro

$49/month (check official pricing)

  • All Free features
  • More GPU hours (up to 60 hours per week)
  • Priority access to new features
  • Early access to competitions
  • Exclusive datasets

常见问题 Kaggle

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