‘Rex’: Medium’s Recommender-System as a Microservice [Miles Hinson]
Miles Hinson writes about his experience in developing ‘Rex’, the recommender system for Medium, as a Microservice. He discusses design choices and presents a few...
What Twitter learned from the Recsys 2020 Challenge [Michael Bronstein et al.]
‘What Twitter learned from the Recsys 2020 Challenge’ is a blog post authored by Michael Bronstein, Luca Belli, Apoorv Sharma, Yuanpu Xie, Ying Xiao, Dan...
A prototype of a “Similar Shoe” (Sneaker) Recommender-System with Source Code [Josh Barua]
Josh Barua created https://runningshoesforyou.com/, a recommender-system for shoe recommendations. Users can provide as input either a specific shoe model or their preferences (comfort; weight; looks;...
Case study how simple recommendation techniques improve user experience in e-Commerce [Emilio Carrión @ MercadonaTech]
Emilio Carrión (MercadonaTech) wrote a blog post about how simple recommendations to substitute ‘ghost’ products improve conversion rate and user experience. He defines ‘ghost’ products...
Scalable Recommender Systems with NVTabular- A Fast Tabular Data Loading and Transformation Library [Ronay Ak @ Medium]
Ronay Ak et al. from RapidsAI wrote a nice in-depth post on how to use NVIDIA´s NVTabular to develop a recommender system that works with...
Building Personal Recommender Systems with Milvus and PaddlePaddle [Milvus@Medium]
In this article we use PaddlePaddle, a deep learning platform from Baidu, to build a model and combine Milvus, a vector similarity search engine, to...
ICML 2020. Comprehensive analysis of authors, organizations, and countries [Sergei Ivanov @ Medium / Criteo]
Sergei Ivanov published a nice analysis of the authors, affiliations and countries of the ICML 2020 conference. ICML is one of the most important conferences...
AI2 releases v1 of its free NLP library “AllenNLP” [Michael Schmitz / AI2 @Medium]
AllenNLP is a free, open-source natural language processing platform from AI2, designed so researchers can easily build state-of-the-art models. AllenNLP accelerates the translation of ideas into...
The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models [Jesus Rodriguez@Medium]
The scale of the machine learning problems that an organization like LinkedIn deals with results incomprehensible for data scientists. Building an maintaining a single, effective...
Build a Recommender System in less than 60 minutes with ‘Amazon Personalize’ [Shivek Sachdev@Medium]
Shivek Sachdev wrote a tutorial on how to build a recommender-system with ‘Amazon Personalize’. Bad times! Ever since the Thai government has declared state of...