Pegasus Data Schema (PDSC) is a Pegasus schema definition language that has been used for data modeling with Rest.li services for years. It's the underlying language that helps define data models, describe the data returned by REST endpoints, and generate derivative schemas for other uses, such as XML schemas and various database schemas. However, writing PDSC...
Data Articles
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- Topics:
- rest.li,
- Data,
- Open Source
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In recent years, we’ve been fortunate to see a growing number of excellent machine learning tools, such as TensorFlow, PyTorch, DeepLearning4J, and CNTK for neural networks, Spark and Kubeflow for very-large-scale pipelines, and scikit-learn, ML.NET, and the recent Tribuo for a wide variety of common models. However, models are typically part of an integrated...
- Topics:
- machine learning,
- artificial intelligence,
- Data
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Co-authors: Min Shen, Chandni Singh, Ye Zhou, and Sunitha Beeram At LinkedIn, we rely heavily on offline data analytics for data-driven decision making. Over the years, Apache Spark has become the primary compute engine at LinkedIn to satisfy such data needs. With its unique features, Spark empowers many business-critical tasks at LinkedIn, including data...
- Topics:
- Spark,
- infrastructure,
- Data,
- Open Source
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Co-authors: Benjamin Le, Daniel Gmach, Aman Grover, Roshan Lal, Jerry Lin, Austin Lu, Qingyun Wan, and Leighton Zhang Feature...
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Co-authors: Parag Agrawal, Ankan Saha, Yafei Wang, Aastha Nigam, and Eric Lawrence Figure 1: A heterogeneous social network LinkedIn’s...
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Co-authors: Chiachi Lo, Bohong Zhao, and Elina Lin When we launched a major redesign of LinkedIn’s mobile application and desktop web...
- Topics:
- relevance,
- artificial intelligence,
- Feed Personalization ,
- Data