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
Competitions — Participate in data science competitions hosted by companies and organizations, solve real-world problems, and compete for prizes and recognition.
Datasets — Access a vast collection of public datasets across various domains, from finance to healthcare, to practice and build models.
Notebooks — Write and run Python and R code in an interactive environment with free GPU and TPU support, and share your work with the community.
Courses — Take free micro-courses on topics like Python, machine learning, data visualization, and deep learning to build foundational skills.
Community — Engage with a global community of data scientists, ask questions, share insights, and collaborate on projects.
Free GPU/TPU — Train models using free cloud-based GPU and TPU resources, making it accessible for learners and practitioners without expensive hardware.
Public API — Use 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
