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Tag: deep learning

Can AI Find a Cure for COVID-19?

Mar 23, 2020 |

The novel coronavirus has been circulating among humans for barely three months, but several bio-tech firms have already created drugs that target the COVID-19 disease. One of the secret weapons for the fast response is artificial intelligence. 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…

On the Radar: COVID-19, Circonus, and Fake FB Accounts

Mar 4, 2020 |

Welcome to On the Radar, a new Datanami feature about interesting startups and news in the big data space. In this week’s edition, we check out how AI is driving the coronavirus response, the machine data intelligence firm Circonus, and the open sourcing of OpenDS4All. Read more…

The Future of Computing is Distributed

Feb 26, 2020 |

Distributed applications are not new. The first distributed applications were developed over 50 years ago with the arrival of computer networks, such as ARPANET. Since then, developers have leveraged distributed systems to scale out applications and services, including large-scale simulations, web serving, and big data processing. Read more…

Micron Bridges Memory Bandwidth Gap for ML

Feb 26, 2020 |

Deep learning accelerators based on chip architectures coupled with high-bandwidth memory are emerging to enable near real-time processing of machine learning algorithms. Memory chip specialist Micron Technology argues that hardware accelerators linked to higher memory densities are the best way to accelerate “memory bound” AI applications. Read more…

Equipping the Enterprise for Deep Learning: What IT Leaders Need to Know

Feb 24, 2020 |

 

Deep learning is a form of artificial intelligence that utilizes neural networks, which are computing systems inspired by the human brain and nervous system — essentially a multi-layered “mesh” architecture. Read more…

Microsoft Details Massive, 17-Billion Parameter Language Model

Feb 12, 2020 |

Microsoft this week took the covers off Turing Natural Language Generation (T-NLG), a massive new deep learning model that it says will push the bounds of AI in the field of natural language processing (NLP). Read more…

Top 12 Datanami Stories of 2019

Jan 3, 2020 |

2019 was an eventful year in the big data space, with enough intersecting story lines to keep a big data watcher enmeshed for hours – if not days — on end. Read more…

AI Can See. Can We Teach It To Feel?

Nov 25, 2019 |

We’ve made great strides in the field of computer vision, to the point where self-driving cars equipped with artificial intelligence (AI) can effectively “see” their surroundings. But can we teach AI to “feel” Read more…

Deep Learning Has Hit a Wall, Intel’s Rao Says

Nov 13, 2019 |

The rapid growth in the size of neural networks is outpacing the ability of hardware to keep up, said Naveen Rao, vice president and general manager of Intel’s AI Products Group, at the company’s AI Summit yesterday. Read more…

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