Machine Learning

Deep Learning for Recommender Systems: Next basket prediction and sequential product recommendation

Accurate “next basket prediction” will be enabling next generation e-commerce — predictive shopping and logistics. In this blogpost, we will discuss the deep…

Introduction to personalized search

Personalized search should take into account user preferences and…

Recombee in 2019: New Features and Improvements

Check out our new client-side integration support and deploy personalized recommendations faster

Machine Learning for Recommender systems — Part 2 (Deep Recommendation, Sequence Prediction, AutoML and Reinforcement…

Machine Learning for Recommender systems — Part 1 (algorithms, evaluation and cold start)

Personalized push notifications enabled by artificial intelligence

Recent progress in artificial intelligence enables us to design proactive AI systems. Whereas traditional recommender systems produce recommendation upon a user request helping them to discover relevant content or…

Evaluating Recommender Systems: Choosing the best one for your business

Recommender systems explained

In this article, I overview broad area of recommender systems, explain how individual algorithms work.

I will start with a definition. A recommender system is a technology that is deployed in the environment where items (products, movies, events…