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For personalized recommendations, develop or integrate a recommendation algorithm that can learn from user behavior and adapt over time.

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Redesign the video content display and recommendation sections of the platform to make it more visually appealing and user-friendly. This could include larger video previews, more detailed video descriptions, and easier navigation.