LinkedIn's engineering teams build state of the art systems and algorithms to connect the world's professionals to make them more productive and successful. Up and down the stack, from best of class distributed systems like Apache Kafka to cutting edge mobile frameworks and take-no-prisoners machine learning infrastructure, LinkedIn engineering solves some of...
Algorithms Articles
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- Topics:
- machine learning,
- infrastructure,
- Algorithms
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Every year researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data come together at KDD, the #1 data mining conference in the world. KDD is an interdisciplinary conference that brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data...
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We built our Similar Profiles algorithm using a variety of features that represent our members’ professional identity, such as their job titles, the companies they’ve worked at, their skills, and the schools they’ve attended. We originally developed this algorithm to help recruiters find similar profiles for hiring based on keywords present in profiles. But over...
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There are over 1 million groups on LinkedIn and 1.5 million members join these groups every week. When working with this volume of...
- Topics:
- Groups,
- Ranking,
- Sorting,
- Big Numbers,
- Algorithms