How Recommendation Systems Actually Work: The AI Behind Netflix, Amazon & YouTube
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How Recommendation Systems Actually Work (Netflix, Amazon, YouTube)
www.ekascloud.com/our-blog/how...
#RecommendationSystems
#MachineLearning
#AIAlgorithms
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Overview: Netflix's open content for video tech testing sparked a Hacker News debate. Discussion points included its benefits for codec development, critiques of Netflix's distribution, technical aspects of the release, and the broader state of online video innovation. #NetflixTech 1/6
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For the "cold start" problem with new shows, Netflix blends metadata-based embeddings (genre, cast) with learnable ID embeddings, using an attention mechanism based on content age. New titles lean on metadata until user data grows. #NetflixTech
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