How Matrix Factorization Transforms User Feedbacks
A comprehensive overview of matrix factorization techniques for recommender systems, from SVD to deep learning approaches, with practical implementation tips.
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7 posts tagged with #algorithm
Features and Design Principles of a Recommender System
A comprehensive guide to designing recommender systems in 2024, covering core features, design principles, and practical implementation strategies.
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Exploring French podcast transcription with OpenAI Whisper
Experimenting with OpenAI's Whisper to transcribe French podcasts, comparing different deployment strategies, and benchmarking costs and performance.
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Cold Start No More: Using transformers to build decks in Marvel Snap
Tackle the cold start problem in recommender systems using transformers. Build a Marvel Snap deck recommendation system handling new cards with embedding techniques.
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Collaborative filtering and two stage recommender system with Surprise
Explore Surprise, a Python scikit package for building recommender systems on explicit ratings. Learn collaborative filtering and two-stage recommender implementations.
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Evaluation of recommender systems (metrics and baseline models)
I focused on this topic for the past three years at Ubisoft, but I never found suitable datasets to use for experiments on my blog...
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Initiation to graph database with neo4j and Beat Saber
In this article, there will be an introduction to the Neo4j graph database, leverage the technology for analytics and recommendation purposes.
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