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Tag: deep learning

Microsoft Extends ML Framework

Oct 10, 2018 |

The latest release of Microsoft’s machine learning framework incorporates a new API intended to help .NET developers train models for improved predictions in uses cases like image classification and speech translation. Read more…

Deep Learning Is Great, But Use Cases Remain Narrow

Oct 3, 2018 |

Deep learning is all the rage these days, and is driving a surge in interest around artificial intelligence. However, despite the advantages that deep neural networks can bring for certain applications, the actual use cases for deep learning in the real world remain narrow, as traditional machine learning methods continue to lead the way. Read more…

Cloud Tools Rev Up AI Dev Platforms

Sep 12, 2018 |

The latest release of analytics startup Dataiku’s platform incorporates application container and orchestration capabilities along with expanded support for deep learning libraries to help launch enterprise AI project at scale. Read more…

New Open-Source Projects Emerge for Machine Learning

Aug 30, 2018 |

Two open-source projects contributed by Chinese tech giants Baidu and Tencent will focus on machine and deep learning advances with the long-term goal of making the AI technologies easier to use while advancing cloud services using deep learning frameworks. Read more…

Gartner Sees AI Democratized in Latest ‘Hype Cycle’

Aug 27, 2018 |

Democratized artificial intelligence is one of five trends driving Gartner’s latest Hype Cycle for Emerging Technologies, which it updates this month, as it traditionally does during the month of August. Read more…

Voice ‘Fingerprint’ Propels Speaker Recognition

Aug 24, 2018 |

The accuracy of automatic speech recognition has made significant gains in the last few years thanks to the advent of deep neural networks. But there’s one area that has thwarted researchers: Read more…

Bright Skies, Black Boxes, and AI

Aug 15, 2018 |

Deep learning is popular today because it often works better than other machine learning approaches, particularly when large sets of training data are available. However, this form of AI doesn’t always work well. Read more…

Training Time Slashed for Deep Learning

Aug 14, 2018 |

Fast.ai, an organization offering free courses on deep learning, claimed a new speed record for training a popular image database using Nvidia GPUs running on public cloud infrastructure.

A pair of researchers trained the ImageNet database with 93 percent accuracy in 18 minutes using 16 Amazon Web Services (NASDAQ: Read more…

It’s Still Early Days for Machine Learning Adoption

Aug 7, 2018 |

Despite the hype surrounding artificial intelligence, we’re still in the early stages of adopting machine learning in the enterprise, according to a new survey released today by O’Reilly Media. The survey also found that large-scale production deep learning rarely happens on the cloud, and that companies pursuing machine learning are actively embracing privacy, security, and fairness. Read more…

‘Deep-Speare’ Emulates The Bard with AI

Aug 1, 2018 |

A deep learning model trained on 2,700 of William Shakespeare’s sonnets is giving poetry fans fits trying to tell the AI-generated poems from the real deal. But could “Deep-Speare” actually generate Shakespearean magic by itself? Read more…

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