collaborative filtering
3 episodes mention this concept
lexfridmanJan 26, 2020The Evolving YouTube Algorithm: Personalization, Quality, and the Human-AI Partnership
TechnologyYouTube algorithmRecommendation systemSearch systemCollaborative filtering- lexfridmanJan 25, 2020
The YouTube Algorithm: Engineering Recommendations, Societal Impact, and the Future of AI Curation with Christos Goodrow
TechnologyYouTube algorithmRecommendation systemsArtificial Intelligence (AI)Machine learning - lexfridmanOct 9, 2019
Machine Learning at Spotify: The Power of User-Generated Playlists for Personalized Music Discovery
TechnologyReinforcement learningState spaceProgramming language (playlists)Meta-programming language
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Related concepts
Concepts that appear alongside collaborative filtering across episodes.
- youtube algorithm
- machine learning
- meta-programming language
- recommendation algorithms
- human evaluators/reviewers
- search engine optimization
- user intent
- gaming the system
- content analysis
- personalization
- data set discovery
- semantic meaning
- implicit feedback
- recommendation system
- state space
- content moderation
- vector space representation
- content diversity
- freedom of speech (platform context)
- training data (for ml)