Guest View: Racing to become an algorithmic enterprise

The latest contest facing modern business is the quest to become an “algorithmic enterprise,” the next step in the evolution of analytics. Rather than just finding insights within data lakes, an algorithmic enterprise uses insights to automate action. The shift is fundamental — we’re moving from an era of human-centric business to automation-centric business. The … continue reading

Distill machine learning journal

OpenAI launches Distill, PyPy dual release, and Red Hat Enterprise Linux 6.9 GA — SD Times news digest: March 21, 2017

There’s a new kind of journal aimed at communication of machine learning results, and OpenAI is supporting its launch. Distill is a website and a set of tools that makes it easier for people to explain machine learning concepts, according to an OpenAI blog. OpenAI research scientist Andrej Karpathy will serve on the steering committee … continue reading

Netflix open-sources Stethoscope, Ericsson and Intel create 5G Innovators Initiative, and NVIDIA GPU-based VMs available in GCP regions—SD Times news digest: Feb. 22, 2017

Netflix is giving the open-source community a new user-focused security approach with the introduction of Stethoscope. According to Netflix, a user-focused security approach realizes that attacks against businesses are the primary cause of security breaches. Stethoscope is designed to collect user information and provide recommendations to secure their systems. “If we provide employees with focused, … continue reading

Google TensorFlow Debugger, Jest 19, and the Qt 3D Studio—SD Times news digest: Feb. 21, 2017

Google is introducing a tool designed to help developers debug machine learning models in TensorFlow. TensorFlow Debugger aims to provide visibility into the internal structure and state of TensorFlow graphs. According to the team, compared to other debugging options, TensorFlow Debugger requires fewer lines of code, provides more graph coverage, and offers a more interactive … continue reading

SD Times GitHub Project of the Week: AirSim

Microsoft wants to help developers test their autonomous solutions without having to worry about any real-world damage. The company has open-sourced AirSim, its simulator for autonomous vehicles. AirSim is designed to provide a platform for AI researchers to experiment and test deep learning, computer vision and reinforcement learning algorithms. With AirSim, users can safely test … continue reading

Code Poetry challenges the meaning of creativity and visual arts

The saying “opposites attract” is true for programmer Daniel Holden and poet Chris Kerr, the creators of Code Poetry, a collection of 12 code poems that produce a visual representation of a poem when they run. At a glance, Code Poetry (written as ./code –poetry) appears to be a collection of random animations and lines … continue reading

Google releases TensorFlow 1.0

Google has released version 1.0 of TensorFlow, its open-source framework for scalable machine learning. The big highlights of this release were announced at Google’s TensorFlow Dev Summit in Mountain View, Calif., with a focus on artificial intelligence and artificial neural networks. According to its release notes, version 1.0 includes experimental XLA, which is a domain-specific … continue reading

Gamalon emerges with new approach to AI and machine learning

A newly announced startup believes it has come up with a new way to accelerate machine learning. Gamalon has emerged from stealth mode with its Bayesian Program Synthesis (BPS) technology, a new approach to artificial intelligence. Bayesian refers to a statistical model approach developed in the 18th century by mathematician Thomas Bayes. The Gamalon technology … continue reading

GitHub’s Open Source Guides, IBM Machine Learning, and Stack Overflow’s top nav redesign—SD Times news digest: Feb. 15, 2017

GitHub is making it easier for developers to participate in open-source software. The company announced its Open Source Guides, a collection of resources designed to help developers approach and contribute to open source. According to GitHub, the guides will help developers find users for their projects, help them manage large-open source communities, and improve workflow.   … continue reading

ZeroStack’s plans for self-driving in the cloud, Loom Systems’ analytics platform, and GNU C Library releases version 2.25—SD Times news digest: Feb. 6, 2017

ZeroStack announced its road map and the first suite of AI capabilities today as part of its efforts to disrupt the economics of the cloud. ZeroStack, a self-driving private cloud company, has a cloud platform that leverages self-healing software and algorithms developed from millions of datagrams, according to a company announcement. This “disruption” means businesses … continue reading

Sauce Lab’s 2017 testing report, LogicHub’s approach to threat detection, and Google open-sources Chrome on iOS—SD Times news digest: Feb. 1, 2017

Developers and testing professionals want to speed up deployment times, but bugs are holding them back, according to a new report. Sauce Labs has released “Testing Trends in 2017: A Survey of Software Professionals,” which examined trends in web and mobile apps. The report revealed that 28% of respondents want to deploy hourly, but no … continue reading

Skytree offers machine-learning-as-a-service in latest version

Skytree is hoping to democratize machine learning with its latest release today. Skytree 16.0 brings with it a new machine-learning-as-a-service offering from the company. The on-site and the as-a-service packages seek to ease the process of creating an initial machine-learning model for use in businesses. Alexander Gray, CEO and cofounder of Skytree, said, “We have created … continue reading

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