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Kubeflow Emerges for ML Workflow Automation

Feb 11, 2019 |

Many data scientists today find it burdensome to manually execute all of the steps in a machine learning workflow. Moving and transforming data, training models, then promoting them into production – all of it requires the data scientist’s close attention. Read more…

Keeping the Big Picture In Sight at H2O World

Feb 6, 2019 |

SriSatish Ambati, the CEO of H2O.ai, had just taken the stage at H2O World in San Francisco yesterday morning. His keynote had barely begun, but Ambati clearly had something to get off his chest. Read more…

From Oscar to AI: Mining Visual Assets for Fun and Profit

Jan 14, 2019 |

Before big data burst upon the scene, Dan Wexler dealt with it every day at DreamWorks Studios, where he helped developed the rendering tools used on “Shrek” and other films. Read more…

Predictions for Application Development in 2019

Jan 3, 2019 |

Application development has become a cloud-focused initiative in many enterprises. Consequently, the languages, tools, and platforms needed to support today’s development initiatives are rapidly evolving.

Application development is also a discipline in which data science is assuming a greater role. Read more…

Has FaunaDB Cracked the Code for Global Transactionality?

Dec 12, 2018 |

An organization that wants to power a transactional application using a single database that spans multiple data centers around the world without giving up ACIDity has few good options. One solution is Google Spanner, but it requires advanced hardware and is only available in Google data centers. Read more…

News In Brief

Study Pours Cold Water on AI Driving Algorithms

Jan 2, 2019 |

A recent report emerging from the center of U.S. auto manufacturing rains on the AI parade with research results claiming autonomous vehicle algorithms fare poorly in bad weather.

The study by researchers at Michigan State University found that even light rain or drizzle can interfere with algorithms used in self-driving car cameras. Read more…

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…

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…

Google Ups its AI Game

Nov 8, 2018 |

Google Cloud is rolling out an “AI Hub” supplying machine learning content ranging from data pipelines and TensorFlow modules. It also announced a new pipeline component for the Google-backed Kubeflow open-source project, the machine learning stack built on Kubernetes that among other things packages machine learning code for reuse. 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…

This Just In

NVIDIA Launches Accelerator for Supercomputing and Big Data Analytics

Nov 18, 2013 |NVIDIA today unveiled the NVIDIA Tesla K40 GPU accelerator, the world's highest performance accelerator ever built, delivering extreme performance to a widening range of scientific, engineering, high performance computing (HPC) and enterprise applications. Read more…

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