Comprehensive AI-generated Tutorial on Using RecBole for Recommender Systems
RecBole is a versatile, unified, and efficient library designed for prototyping and benchmarking recommender systems. Built on PyTorch, RecBole supports a variety of recommendation paradigms,...
Netflix’s Journey: Early Challenges and the Absence of Recommender Systems in Marc Randolph’s Vision
A recent 2-hour interview with Marc Randolph, the co-founder and first CEO of Netflix, provides a fascinating look into the early days of the company....
Case Study on how VistaPrint uses Amazon Personalize for product recommendations
Nothing mind-blowing, but a nice read if you have some time: A blog post by VistaPrint on how they use Amazon Personalize for creating personalized...
‘Recsperts’ releases its 20th episode; This time on Practical Bandids and Travel Recommendations
Recsperts is becoming a constant entity in the recommender system community. A few days ago, almost exactly 2 years after its launch, Recspert released its...
Andrew Ng introduces a new (free) course on Vector Databases by Sebastian Witalec
Update 2023-11-16: I attended the course, and, unfortunately, am not very convinced. The course is rather superficial and in the beginning, many basic details are...
Creating a Recommender System Prototype Using LensKit and MovieLens
LensKit is a flexible Python library for creating, testing, and evaluating recommender systems. In this tutorial, we’ll guide you step-by-step to build a recommender system...
Recsperts Podcast #5: Fashion Recommendations with Zeno Gartner
Marcel Kurowski released the 5th Podcast of his “Recsperts” series. This time, Zeno Gartner, a well-known researcher in the community, talks about fashion recommendations. Listen...
Recommender Systems Handbook (3rd Edition, 2022)
The third edition of the Recommender Systems Handbook has just been published by Springer. The editors are Francesco Ricci, Lior Rokach, and Bracha Shapira. The...
Recsperts Podcast #4: Adversarial Machine Learning for Recommenders with Felice Merra
Marcel Kurovski released the fourth Recspert podcast on Spotify (1:09 hrs.), titled Adversarial Machine Learning for Recommenders with Felice Merra. In episode four my guest is...
Recsperts Podcast #3: Bandits and Simulators for Recommenders with Olivier Jeunen
Marcel Kurovski released his third podcast on Spotify, titled ‘Bandits and Simulators for Recommenders with Olivier Jeunen‘....