Tag: deep learning

Cray Brings AI and HPC Together on Flagship Supers

Jun 20, 2017 |

Cray took one more step toward the convergence of big data and high performance computing (HPC) today when it announced that it’s adding a full suite of big data and artificial intelligence software to its top-of-the-line XC Series supercomputers. Read more…

Pushing the Scale of Deep Learning at ISC

Jun 19, 2017 |

Deep learning is the latest and most compelling technology strategy to take aim at the decades-old “drowning in data/starving for insight” problem. But contrary to the commonly held notion, deep learning is more than a big data problem per se. Read more…

Spark’s New Deep Learning Tricks

Jun 7, 2017 |

Imagine being able to use your Apache Spark skills to build and execute deep learning workflows to analyze images or otherwise crunch vast reams of unstructured data. That’s the gist behind Deep Learning Pipelines, a new open source package unveiled yesterday by Databricks. Read more…

Getting Hyped for Deep Learning Configs

Jun 5, 2017 |

As deep learning goes mainstream, early practitioners are finding creative new ways to harness huge collections of unstructured data. But they’re also realizing how critical it is to tune one’s model for optimal performance. Read more…

Deep Learning Is About to Revolutionize Sports Analytics. Here’s How

May 26, 2017 |

Imagine being able to model your opponents’ defense to optimize your attack in soccer, or to determine the best placement of players for grabbing rebounds in basketball. These are some of the predictive systems that data scientists are just now starting to build, and they’re using deep learning techniques to do it. Read more…

‘Cloud TPU’ Bolsters Google’s ‘AI-First’ Strategy

May 18, 2017 |

Google fleshed out its artificial intelligence efforts during its annual developers conference this week with the roll out of an initiative called Google.ai that serves as a clearinghouse for machine learning research, tools and applications designed to help automate AI development. Read more…

Nvidia’s Mammoth Volta GPU Aims High for AI, HPC

May 11, 2017 |

At Nvidia’s GPU Technology Conference (GTC17) in San Jose, Calif., yesterday morning, CEO Jensen Huang announced the company’s much-anticipated Volta architecture and flagship high-end GPU, the Tesla V100, noting that it took several thousand engineers several years to create, at an approximate development cost of $3 billion. Read more…

Machine Learning, Deep Learning, and AI: What’s the Difference?

May 10, 2017 |

You hear a lot of different terms bandied about these days when it comes to new data processing techniques. One person says they’re using machine learning, while another calls it artificial intelligence. Read more…

Twitter Ranking Tweets With Machine Learning

May 10, 2017 |

Machine learning is entering production at Twitter as a way of ranking tweets and boosting engagement.

Twitter engineers this week unveiled the social media platform’s ranking algorithm driven by deep neural networks. Read more…

Automation of Automation: IBM PowerAI Tools Aim to Ease Deep Learning Data Prep, Shorten Training

May 10, 2017 |

A new set of GPU-powered AI software announced by IBM today brings automation to many of the tedious, time consuming and complex aspects of AI project on-ramping while reducing deep learning training times, according to Big Blue, from weeks to hours with a new, distributed version of TensorFlow running on clusters. Read more…