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Tag: transfer learning

One Model to Rule Them All: Transformer Networks Usher in AI 2.0, Forrester Says

Feb 16, 2021 |

The recent advent of massive transformer networks is ushering in a new age of AI that will give customers advanced natural language capabilities with just a fraction of the skills and data previously required, according to Forrester. Read more…

Researchers Use Deep Learning to Plow Through NASA Snow Radar Data

Jan 22, 2021 |

From 2009 through 2019, NASA’s Operation IceBridge sent out observation flights over the Arctic, Antarctic, and Alaska. Those 11 years of flights produced detailed data on the dimensions and fluxes of snow, sea ice, glaciers, and ice sheets thanks to a medley of radar, lasers, cameras, gravimeters, magnetometers, and other instruments. Read more…

Three Tricks to Amplify Small Data for Deep Learning

Mar 10, 2020 |

It’s no secret that deep learning lets data science practitioners reach new levels of accuracy with predictive models. However, one of the drawbacks of deep learning is it typically requires huge data sets (not to mention big clusters). Read more…

Transfer Learning Project Looks to Reuse Training Data

Jun 26, 2018 |

A new open source project seeks to simplify the use of a machine learning framework called “transfer learning” in which the ability to accomplish one task can be applied to subsequent tasks. Read more…

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