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We plan to continue in the spirit of previous playgrounds, providing interesting and approachable datasets for our community to practice their machine learning skills, and anticipate a competition each month.\n\n**Your Goal**: Your task it to predict listening time of a podcast episode.\n\n## Evaluation\n\n**Root Mean Squared Error (RMSE)**\nSubmissions are scored on the root mean squared error. RMSE is defined as:\n\nRMSE=(1𝑁∑𝑖=1𝑁(𝑦𝑖−𝑦ˆ𝑖)2)12\n\nwhere 𝑦ˆ𝑖\n is the predicted value and 𝑦𝑖\n is the original value for each instance 𝑖\n\n## Timeline\n\n**Start Date** - April 1, 2025\n**Entry Deadline** - Same as the Final Submission Deadline\n**Team Merger Deadline** - Same as the Final Submission Deadline\n**Final Submission Deadline** - April 30, 2025\n\nAll deadlines are at 11:59 PM UTC on the corresponding day unless otherwise noted. 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