Oct 31, 20238 minFashion Recommender System with Visual Similarity SearchIntroduction The objective of this project is to create a content-based fashion recommender system by utilizing vector embeddings of...
Aug 11, 20232 minRecommender System part 5: Embeddings and Similarity MeasuresEmbedding Space Embedding refers to a technique used in machine learning to convert discrete elements, such as words, objects, or...
Aug 3, 20234 minRecommender Systems part 4: Candidate Generation - Content-Based FilteringIn this section, we will start to develop a second type of recommender system called content-based filtering algorithm. Collaborative vs...
Aug 2, 20237 minProject: Movie Recommender system with TensorFlow Recommenders and Netflix datasetA recommendation system helps users find content in a large corpora, with 60% of watch time on Youtube coming from recommendations. With...
Jul 28, 20234 minRecommender Systems Part 3: Candidate Generation - Collaborative Filtering (continued)Binary Labels: Favorites, Likes, and Clicks Many important applications of recommender systems or collaborative filtering algorithms...