Co-authors: Divye Kapoor, Zheng Li, and Pujita Mathur Introduction As a professional social network serving more than 500 million worldwide members, LinkedIn is the premier destination for professional conversations. We have a wide variety of posts that attract significant engagement, and some of these posts go viral. These posts attract likes and comments in...
machine learning Articles
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Co-authors: Haiyang Liu, Siva Sooriyan, Birjodh Tiwana, Kinjal Basu, and Shaunak Chatterjee LinkedIn Messaging is our conversation platform that enables meaningful, professional conversations between our members. We recently launched a new messaging experience that allows members to start and continue a conversation from any page on LinkedIn desktop, and then...
- Topics:
- machine learning,
- Product Design,
- economic graph
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What is the shape of your big data? While we do love to talk about the size of our big data—terabytes, petabytes, and beyond—perhaps we are not paying due recognition to the shape of it. Big data comes in a variety of shapes. The Extract-Transform-Load (ETL) workflows are more or less stripe-shaped (left panel in the figure above) and produce an output of a...
- Topics:
- machine learning,
- Big Data,
- Analytics
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Co-authors: Rushi Bhatt and Bari Saltman LinkedIn’s home feed is the starting point of a member’s journey on LinkedIn. Millions of...
- Topics:
- relevance,
- machine learning,
- Feed Personalization
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Coauthors: Alexandre Patry, Diego Buthay One of the responsibilities of the LinkedIn Feed team is to deliver news and information in...
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Coauthors: Shivani Rao, Gungor Polatkan We recently launched LinkedIn Learning, an online learning platform that enables students and...
- Topics:
- machine learning,
- relevance,
- Product Design