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Tag: TensorFlow

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…

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…

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…

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…

Drone Inspections Get an AI Boost

Sep 24, 2018 |

Industrial applications such as asset management and infrastructure inspection are among the roles being assumed by AI-based drones. Those aerial platforms are growing in sophistication with the addition of improved computer vision and deep learning technologies that can handle everything from dangerous infrastructure inspections to mundane asset tracking tasks. 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…

Anaconda Enterprise Now Supports GPU Clusters

Jul 17, 2018 |

Organizations that need to train machine learning models on massive amounts of data may be interested in the latest release of Anaconda Enterprise, which adds support for training on GPU clusters. Read more…

Machine Teaching Will Drive Crowdsourced Cognition into the AI Pipeline

Jun 25, 2018 |

Building high-quality artificial intelligence (AI) is hard work. It’s a specialized discipline that historically has required highly skilled specialists, aka data scientists.

Any time you require some highly skilled, highly paid practitioner to accomplish something of value, you’ve introduced a bottleneck into that process. Read more…

Databricks Open Sources MLflow to Simplify Machine Learning Lifecycle

Jun 5, 2018 |

Databricks today unveiled MLflow, a new open source project that aims to provide some standardization to the complex processes that data scientists oversee during the course of building, testing, and deploying machine learning models. Read more…

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