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    Greykite: A flexible, intuitive, and fast forecasting library

    May 13, 2021

    Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad In this blog post, we introduce the Greykite library, an open source Python library developed to support LinkedIn’s forecasting needs. Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and...

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    How to build an effective professional network on LinkedIn: Some data-driven insights

    May 4, 2021

    Co-authors: YinYin Yu, Guillaume Saint Jacques, and Paul Matsiras Introduction In 2019, LinkedIn announced an initiative to close the network gap as part of our commitment to equity, and ensuring that everyone has equal access to opportunity. We asked people to take the Plus One Pledge and help someone outside of their network who may not have access to the same...

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    Building a more intuitive and streamlined search experience

    April 22, 2021

    Co-authors: Rashmi Jain and Sonali Bhadra Search on LinkedIn is an essential part of our members’ experience, with more than 44% of members who visit the site each week performing at least one search. We’re continually working to improve that experience and recently introduced a new streamlined and intuitive search experience that brings together people, jobs,...

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    Solving for the cardinality of set intersection at scale...

    April 16, 2021

    Co-authors: Vincent Wang, Siddharth Teotia, Manoj Thakur, and Mayank Shrivastava As our LinkedIn Marketing Solutions Blog recently...

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    Rethinking site capacity projections with Capacity Analyzer

    March 16, 2021

    While site outages are inevitable, it’s our job to minimize both the duration of outages and the likelihood for an outage to occur....

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    Solving the data integration variety problem at scale, with...

    February 24, 2021

    Co-authors: Chris Li, Kevin Lau, and Subbu Sanka Editor’s Note: Recently, the Apache Software Foundation (ASF) announced Apache®...