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Data Science Follow 267 Followers

Book Review Python Machine Learning - Second Edition

by Roland Meertens Follow 2 Followers on  Oct 16, 2017

The book Python Machine Learning, second edition by Sebastian Raschka and Vahid Mirjalili, is a tutorial to a broad range of machine learning applications with Python. It provides a practical introduction to machine learning. The main revision to the first edition is neural network practices. There are now five chapters that discuss neural networks, and their implementation in TensorFlow.

Data Science Follow 267 Followers

Jensen Huang Announces NVIDIA's New Projects at the GPU Technology Conference

by Roland Meertens Follow 2 Followers on  Oct 10, 2017

Today the GPU Technology conference in Munich kicked off with a keynote by NVIDIA CEO Jensen Huang. NVIDIA announced the NVIDIA Holodeck, the Tensor RT 3 library, NVIDIA's Drive platform, and the Pegasus computer for autonomous taxis.

Data Science Follow 267 Followers

Teachable Machine: Teach a Machine Using Your Camera in Your Browser

by Roland Meertens Follow 2 Followers on  Oct 05, 2017

Teachable Machine is a browser application that you can train with your webcam to recognize objects or expressions. In the demo you use your webcam as input to recognize three different classes of objects or expressions. Based on your camera input, the site shows different gifs, plays prerecorded sounds, or plays speech. The demo can be found here: teachablemachine.withgoogle.com

Cloud Follow 55 Followers

Microsoft Updates AI Services and Tools for Data Scientists and Developers

by Kent Weare Follow 7 Followers on  Sep 30, 2017

At the recent Ignite conference, Microsoft released several updates related to its Artificial Intelligence (AI) services and tools. These updates include the release of the Azure ML Experimentation service, Azure ML Model Management service, Azure ML Workbench and the general availability of Microsoft Cognitive Services.

Mobile Follow 50 Followers

Apple Details Face ID Security

by Sergio De Simone Follow 5 Followers on  Sep 29, 2017

Apple has described how Face ID works and how it guarantees security in a new white paper.

Data Science Follow 267 Followers

Q&A with Hillery Hunter: IBM Reduces Neural Network Training Times by Efficiently Scaling Training

by Roland Meertens Follow 2 Followers on  Sep 22, 2017

In August 2017 IBM announced it broke the training record for image recognition capabilities. IBM research reduced their training time for the neural network layout called "ResNet-50" to only 50 minutes. On another network layout called ResNet-101, they obtained an accuracy record of 33.8 percent. Using 256 GPUs they trained their neural network on a dataset containing 7.5 million images.

Data Science Follow 267 Followers

TensorFlow Serving 1.0 Release Detailed at Google I/O

by Dylan Raithel Follow 4 Followers on  Sep 19, 2017

Google's Noah Fiedel details new programming model for TensorFlow Serving in a stable 1.0 release. Subject matter addresses common challenges with portability, servablility, and reproducibility improvements.

Data Science Follow 267 Followers

Apple’s iPhone X Has Custom Neural Engine Processor Built In

by Charles Humble Follow 160 Followers on  Sep 13, 2017

Speaking in the Steve Jobs Theatre at Apple Park yesterday Philip Schiller, senior vice president of worldwide marketing at Apple, described some of the technology behind the facial recognition system in the newly announced iPhone X including a dedicated neural engine built into the A11 chip.

Data Science Follow 267 Followers

NERSC Scales Scientific Deep Learning to 15 Petaflops

by Alex Giamas Follow 3 Followers on  Sep 11, 2017

Intel, Stanford and National Energy Research Scientific Computing Center (NERSC) recently announced the first super computing cluster achieving 15 Petaflops of computing calculations power. This was achieved by a cluster of 9,622 Intel Xeon Phi processors at 1.4Ghz for a combined 2,629,696 threads of computation. In this article we will explore the hybrid approach behind achieving strong scaling.

Data Science Follow 267 Followers

Apple Reveals the Inner Workings of Siri's New Intonation

by Roland Meertens Follow 2 Followers on  Sep 10, 2017

Apple has explained how they use deep learning to make Siri's intonation sound more natural. IPhone owners can interact with Siri by asking questions in natural language and Siri responds by voice. At WWDC 2017, Apple announced that in iOS 11 Siri would use a new text to speech engine. In August 2017, Apple's machine learning journal unveiled how they were able to make Siri sound more human.

Development Follow 141 Followers

Q&A with Movidius, a Division of Intel Who Just Launched the Neural Compute Stick

by Roland Meertens Follow 2 Followers on  Aug 21, 2017

Recently Movidius (a division of Intel's New Technology Group) released the neural compute stick: a usb-based development kit that runs embedded neural networks. With this stick users can run neural network and computer vision models on devices with low computational power. InfoQ reached out to Gary Brown, marketing director for Movidius, Intel New Technology Group, and asked him a few questions.

Data Science Follow 267 Followers

Facebook Transitioning to Neural Machine Translation

by Alex Giamas Follow 3 Followers on  Aug 17, 2017

Facebook recently announced the global rollout of NMT. Switching from phrase based translation models to NMT has been rolled out for more than 2,000 translation directions and 4.5 billion translations per day. According to Facebook this provides an 11% increase in BLEU score. We will discuss how it was achieved, what it means for machine generated translation and how it fares against competition.

Data Science Follow 267 Followers

Google Announces Tensor2Tensor for TensorFlow

by Dylan Raithel Follow 4 Followers on  Aug 08, 2017

Google Brain team open-sourced Tensor2Tensor, a set of utilities and wrappers for modularizing TensorFlow workflow components to create a more portable, and repeatable environment for TensorFlow-based deep neural network programs.

Data Science Follow 267 Followers

Q&A with Andrew Brust of Datameer Regarding Big Data's Role in AI

by Rags Srinivas Follow 2 Followers on  Jul 31, 2017

Rags Srinivas talks to Datameer's Andrew Brust about the larger role of Big Data in AI and how it's operationalized with SmartAI.

Development Follow 141 Followers

Overview of Changes in Tensorflow Version 1.3

by Roland Meertens Follow 2 Followers on  Jul 31, 2017 5

Although it has only been a month since the release of version 1.2.1, there have been many changes to the software in version 1.3. Developers can find an extensive release report on the Github page of Tensorflow. This article will list the most important changes developers have to know about before and after upgrading to Tensorflow v1.3.

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