Design a Recommendation System for Video Streaming

Design a recommendation system for a video streaming platform that can suggest personalized content to users. Focus on implementing hybrid recommendation approaches that combine collaborative and content-based filtering. Address challenges like handling large-scale data, providing real-time recommendations, balancing exploration and exploitation, and adapting to evolving user preferences.