LinkedIn

LinkedIn, the world's biggest professional network on the Internet, considers user experience its number one priority. The team at LinkedIn pays a lot of...

Recently, LinkedIn announced that they would soon open-source Venice, their derived data platform. Venice is the engine behind more than 1800 LinkedIn datasets and...

Nowadays, several social networking sites heavily rely on connection recommendations. Surveys reveal that connection suggestions may make up more than 50% of the social...

This article summary is based on the LinkedIn's research article: 'Open sourcing Feathr – LinkedIn’s feature store for productive machine learning' Please don't forget...

This article is based on the research article from Linkedin Engineering 'Opal: Building a mutable dataset in data lake' Trusted data platforms and high-quality data...

Researchers from LinkedIn open-source the FastTreeSHAP package which is a Python module based on the paper 'Fast TreeSHAP: Accelerating SHAP Value Computation for Trees.'...

Understanding the relationships between entity sets maintained in a database is critical. In this context, an entity is an object or a data component. Entity...

The majority of large-scale recommender systems, such as newsfeed ranking, people recommendations, job recommendations, and so on, have many objectives that must be optimized...

LinkedIn is the world's largest professional network, producing enormous amounts of high-quality data. Data scientists and AI developers have been using various tools to...

LinkedIn allows its users to add information about themselves to their profiles, such as their career history, education, abilities, to name a few. They...

LinkedIn recently opened-sourced Greykite, a Python library originally built for LinkedIn’s forecasting needs. Greykite’s main algorithm is Silverkite, which delivers automated forecasting, which LinkedIn uses...

While machine learning development is increasing every day, a survey from Algorithmia states that most enterprises spend between 8 to 90 days deploying an ML model....

The LinkedIn Talent Solutions and Careers team aims to build an efficient marketplace for job-seeking members and employers. LinkedIn achieves this by matching members...

LinkedIn open-sources Generalized Deep Mixed Model (GDMix), a framework that makes training of AI personalization models more efficient. It supports deep learning models and...

Although there are many approaches and libraries presently in practice to analyze fairness in machine learning models, they all are still limited to some...