The realities of machine learning systems

In the late 19th century, the Industrial Revolution introduced complicated farm machinery that changed the way farmers planted, cultivated and harvested their crops. These machines meant fewer farm hands were needed, but it created jobs for people to build and repair farm equipment. The improved benefits of utilizing farm machinery impacted the quality of life, … continue reading

Microsoft announces new solutions for creating intelligent, data-driven apps

Microsoft is empowering customers with its new data-driven intelligence solutions. Microsoft today made several product announcements at its Microsoft Data Amp event, including updates to SQL Server, R Server 9.1, and other solutions aimed at helping businesses create intelligent applications. Starting today, developers can download the SQL Server CTP 2.0, which is available on Windows, … continue reading

Oracle to acquire Wercker, SnapLogic’s machine learning tech, and NodeSource N|Solid for Alpine Linux — SD Times news digest: April 18, 2017

Oracle has entered into a definitive agreement to acquire the continuous integration platform provider Wercker. Wercker enables organizations and development teams to reach CI and continuous delivery goals with microservices and Docker with its container-centric and cloud-native automation platform. According to Oracle, with Wercker the company can continue its mission of democratizing developer tooling for … continue reading

Rancher Labs releases RancherOS, VMware’s intent to acquire Wavefront, and OpenBSD 6.1 — SD Times news digest: April 12, 2017

Rancher Labs has announced the general availability of RancherOS. RancherOS is the company’s simplified Linux distribution for containers. It is designed to make it easier to run containers at scale in development, test, and production. Key features include a minimalist OS, automatic configuration, simple setup, reduced footprint, and extensive platform support. “RancherOS is a minimalist … continue reading

OpenAI unsupervised learning system

OpenAI’s unsupervised system, VersionOne’s annual agile report, and DeepMind open sources Sonnet — SD Times news digest: April 7, 2017

OpenAI announced it has developed an unsupervised sentiment neuron. According to an OpenAI blog post, it “learns an excellent representation sentiment, despite being trained only to predict the next character in the text of Amazon reviews.” The representation contains a distinct sentiment neuron that contains almost all of the sentiment signal, according to OpenAI. The team explained its … continue reading

Kube2Go Platform 9

Platform9’s Kube2Go, Progress acquires DataRPM, IBM Decision Composer, Windows 10 Creators Update — SD Times news digest: March 30, 2017

Platform9 announced an easy way to run Kubernetes clusters on any major public cloud. Their solution is Kube2Go, and it’s an open source platform that allows developers to easily use Kubernetes at scale, regardless if they are a Platform9 customer or not. Kube2Go aims to address two major pain points in the Kubernetes community: Managing … continue reading

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

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