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Tag: deep learning

Uber’s Training Tool Shares Ride for Deep Learning

Dec 13, 2018 |

A Linux Foundation project focused on AI development is expanding with the addition of a deep learning training tool based on an Uber-sponsored project.

Launch by the ride-sharing specialist, the Horovod project is a distributed training framework for Keras, PyTorch and TensorFlow. Read more…

No Time Like the Present for AI: The Journey to a Successful Deployment

Dec 4, 2018 |

Today, over a decade since MapReduce technologies reshaped the field of data science, we find ourselves seeking more insight from even more data, ever more quickly. The confluence of improvements in computer processing power, networking performance, and storage platforms has enabled a massive leap forward in the next phase of data insight; Read more…

AWS Bolsters Machine Learning Services at Re:Invent

Nov 28, 2018 |

Amazon Web Services today unveiled a slew of new machine learning services, including a version of Sagemaker that uses reinforcement learning, a specially designed inference chip, and a marketplace of machine learning algorithms. Read more…

Dremio Donates Fast Analytics Compiler to Apache Foundation

Nov 28, 2018 |

Dremio has donated the Gandiva Initiative — a LLVM-based execution kernel designed to speed up analytical workloads – to the Apache Software Foundation, where it will become available to anybody who wants it as part of the Apache Arrow project. Read more…

Databricks Upgrades Spark Support, Adds ML Runtime

Nov 19, 2018 |

Databricks announced support this week for the latest version of Spark, integrating it into its enterprise analytics platform. Along with support for version 2.4 of the stream processing framework integrated as part of Databricks’ latest runtime, the company also this week unveiled a new runtime feature aimed at simplifying deep learning. Read more…

AI Needs To Be Easier, But How?

Nov 14, 2018 |

Companies today are scrambling to take advantage of the rapid evolution of artificial intelligence technologies, such as deep learning. They’re driven in part by fear of being left behind, and hopes of getting ahead of competitors. Read more…

Deep Learning Taking Over HPC, But It’s Good for Business Too

Nov 12, 2018 |

Be prepared for a heavy dose of deep learning if you’re on the floor of the Supercomputing 2018 show this week in Dallas, Texas, where the scientific community will demonstrate how neural network-powered AI applications are bolstering research in areas like climatology, geology, genomics, and even particle physics. Read more…

AI Partners Shift Driverless Cars into High Gear

Nov 5, 2018 |

AI investments and deployment for driverless vehicles are speeding up, with another auto manufacturer partnering with a computer vision startup and an autonomous vehicle specialist deploying Nvidia’s Xavier platform.

Korean car maker Hyundai (OTCMKTS: Read more…

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…

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