LinkedIn open sourced a tool it developed to convert Apache Spark-based Big Data into a format consumable by TensorFlow, the popular open source platform for machine learning.

LinkedIn’s new tool, called Avro2TF, enables data scientists and other users to convert datasets stored in the Apache Avro format commonly used by LinkedIn’s engineers into a pattern that can ...

The idea of data augmentation arises naturally in missing value problems, as exemplified by the standard ways of filling in missing cells in balanced two-way tables. Thus data augmentation refers to a ...

Viewing the observed data of a statistical model as incomplete and augmenting its missing parts are useful for clarifying concepts and central to the invention of two well-known statistical algorithms ...

James Vincent is a senior reporter who has covered AI, robotics, and more for eight years at The Verge. Google has announced a new module for its machine learning framework, TensorFlow, that lets ...