Juan C Olamendy
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recommender-systems

#recommender-systems

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Testing Recommendation Models in Production: A Deep Dive into Interleaving Experiments

Oct 29, 20246 min read

Imagine losing $2.5 million in revenue because your newly deployed recommendation model, which performed brilliantly in testing, suddenly fails to...

Testing Recommendation Models in Production: A Deep Dive into Interleaving Experiments

Interleaving Experiments: Revolutionizing Recommender System Evaluation

Oct 14, 20249 min read

Imagine you're scrolling through your favorite streaming service, desperately seeking that perfect movie for your Friday night. Frustrating, isn't...

Interleaving Experiments: Revolutionizing Recommender System Evaluation

Unlocking the Power of Vector Databases in Recommendation Systems

Jun 5, 20247 min read

Ever marveled at how platforms like Amazon, Netflix, or Spotify seem to predict your preferences with accuracy? Let's uncover the magic behind these...

Unlocking the Power of Vector Databases in Recommendation Systems

Measuring Similarity Between Two Input Entities using Embeddings: A Deep Dive

Oct 31, 20234 min read

Have you ever wondered how to measure the similarity or interaction between two entities using Machine Learning? I got you! I also had that question...

Measuring Similarity Between Two Input Entities using Embeddings: A Deep Dive