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Kaggle

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Kaggle is the world's largest data science and machine learning community, operating as a subsidiary of Google LLC. The platform provides a comprehensive ecosystem for data scientists and machine learning practitioners to find and publish datasets, explore and build models in a web-based environment, and collaborate with other engineers. Kaggle's business model centers on crowdsourced innovation, where organizations host data analysis competitions and hackathons to solve complex problems and source top AI talent. Beyond competitions, the platform offers a repository of over 700,000 public datasets, pre-trained models, and a browser-based integrated development environment called Kaggle Notebooks for data exploration and model training. In early 2023, the platform expanded its focus by introducing Models, allowing for deep integration of pre-trained models into the data science workflow.