machine learning Articles

  • Feathr-joins-LF-AI-and-Data-Foundation

    Feathr joins LF AI & Data Foundation

    September 12, 2022

    Co-authors: Hangfei Lin, Jinghui Mo We’re excited to announce today that Feathr is joining LF AI & Data, the Linux Foundation’s umbrella foundation supporting open source innovation in artificial intelligence (AI) and data. Feathr is a feature store that simplifies machine learning (ML) feature serving and improves developer productivity. “We're excited to...

  • Improving Post Search at LinkedIn

    August 25, 2022

    Co-authors: Amol Chandla, Jagadeesan Sundaresan, Siddharth Pratap Singh, Saipriya Kumar, and Anand Kishore At LinkedIn Search, we strive to serve results that are most relevant to a member’s query, from a wide variety of verticals such as jobs they may be interested in, people they may want to connect with, or posts that are trending within their industry. Post...

  • image-of-pro-ml-workspace-at-linkedin

    One-stop MLOps portal at LinkedIn

    May 19, 2022

    Co-authors: Eing Ong, Shannon Bain, and Daniel Qiu What is MLOps? Before we dive into our MLOps portal, let’s begin by defining MLOps (Machine Learning Operations). MLOps is about continuously running ML correctly by managing the full lifecycle (developing, improving, and maintaining) for AI models. A structured and methodical approach that starts at problem...

  • image-of-model-for-activity-embedding

    Improving job matching with machine-learned activity...

    May 11, 2022

    Co-Authors: Alex Tsun, Bo Ling, Nikita Zhiltsov, Declan Boyd, Benjamin Le, Aman Grover, and Daniel Hewlett Introduction One major goal...

  • image-of-a-feather

    Open sourcing Feathr – LinkedIn’s feature store for...

    April 12, 2022

    We are open sourcing Feathr – the feature store we built to simplify machine learning (ML) feature management and improve developer...

  • The journey to build an explainable AI-driven...

    April 6, 2022

    Co-authors: Jilei Yang, Parvez Ahammmad, Fangfang Tan, Rodrigo Aramayo, Suvendu Jena, Jessica Li At LinkedIn, we have the opportunity...