Data Articles

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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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    Solving for the cardinality of set intersection at scale with Pinot and Theta Sketches

    April 16, 2021

    Co-authors: Vincent Wang, Siddharth Teotia, Manoj Thakur, and Mayank Shrivastava As our LinkedIn Marketing Solutions Blog recently noted, companies and marketers “are once again peering ahead, setting their plans for success in a reshaped business environment.” One of the items businesses rely on to do this are insights, including the estimated reach of an...

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    Using the LinkedIn Fairness Toolkit in large-scale AI...

    February 8, 2021

    Co-authors: Preetam Nandy, Yunsong Meng, Cyrus DiCiccio, Heloise Logan, Amir Sepehri, Divya Venugopalan, Kinjal Basu, and Noureddine...

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    Budget-split testing: A trustworthy and powerful approach...

    January 21, 2021

    Co-authors: Min Liu, Vangelis Dimopoulos, Elise Georis, Jialiang Mao, Di Luo, and Kang Kang The LinkedIn ecosystem drives member and...

  • FastIngest: Low-latency Gobblin with Apache Iceberg and...

    January 6, 2021

    Co-authors: Zihan Li, Sudarshan Vasudevan, Lei Sun, and Shirshanka Das Data analytics and AI power many business-critical use cases at...