Recommender System

TensorFlow Recommenders (TFRS): An Overview

February 22, 2022August 16, 2022AI, ML, AI and Data Engineering, MLOps, pythonAI and ML, Machine Learning, Recommender System, TensorFlow, TensorFlow Recommenders

Reading Time: 4 minutes Hey Guys, Aren’t you surprised, when you watch any video on youtube or any movie on Netflix or look for any product on an E-Commerce website?You start receiving similar kinds of videos, movies, and products suggestion on respective platforms.So, how do platforms do that?.Well, they use recommender systems, an important application of machine learning, surfacing new discoveries and helping users find what they love.In this Continue Reading

MachineX: Cosine Similarity for Item-Based Collaborative Filtering

April 16, 2019April 24, 2019ML, AI and Data EngineeringCollaborative Filtering, Cosine Similarity, Item based cosine similarity, Item-Based Cosine, Item-Based Similarity, Recommender System

Reading Time: 4 minutes “A recommender system or a recommendation system (sometimes replacing “system” with a synonym such as platform or engine) is a subclass of information filtering system that seeks to predict the “rating” or “preference” a user would give to an item. “ – Wikipedia In simple terms a recommender system is where the system is capable of producing a list of recommendation with respect to an Continue Reading