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Review: The best frameworks for machine learning and deep learning | InfoWorld

Over the past year I've reviewed half a dozen open source machine learning and/or deep learning frameworks: Caffe, Microsoft Cognitive Toolkit (aka CNTK 2), MXNet, Scikit-learn, Spark MLlib, and TensorFlow. If I had cast my net even wider, I might well have covered a few other popular frameworks, including Theano (a 10-year-old Python deep learning and machine learning framework), Keras (a deep learning fro ...

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Google Cloud Platform Blog: Introducing Cloud Spanner: a global database service for mission-critical applications

Introducing Cloud Spanner: a global database service for mission-critical applications Today, we’re excited to announce the public beta for Cloud Spanner, a globally distributed relational database service that lets customers have their cake and eat it too: ACID transactions and SQL semantics, without giving up horizontal scaling and high availability. When building cloud applications, database administrato ...

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Microsoft’s New AI Writes Code For People Who Don’t Know Coding

DeepCoder is an artificial intelligence system built by the researchers at Microsoft and the University of Cambridge. Based on a technique called program synthesis, DeepCoder can write working code after searching from a huge code database. It tries to make the best possible arrangement for the harvested code fragments and improves its efficiency over time. We’ve about the very basic artificial intelligence ...

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How AI Is Changing The Way Companies Are Organized

Artificial Intelligence may still be in its infancy, but it’s already forcing leadership teams around the world to reconsider some of their core structures. Advances in technology are causing firms to restructure their organizational makeup, transform their HR departments, develop new training models, and reevaluate their hiring practices. This is according to Deloitte’s 2017 Human Capital Trends Report, wh ...

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Yahoo supercharges TensorFlow with Apache Spark 

Yahoo, model Apache Spark citizen and developer of CaffeOnSpark, which made it easier for developers building deep learning models in Caffe to scale with parallel processing, is open sourcing a new project called TensorFlowOnSpark. The pairing of Spark and TensorFlow should make the deep learning framework more attractive to developers who are creating models that need to run on large computing clusters. Fo ...

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IoT And Big Data At Caterpillar: How Predictive Maintenance Saves Millions Of Dollars

When it comes to big data and Internet of Things (IoT) initiatives most companies are still in the design or early adoption phases which make it hard to get a solid return on investment (ROI) figures.  So it’s refreshing to share a story of an organization delivering real-world ROI for their customers by vastly ramping up their data collection and predictive maintenance analytics. The Marine Division of Cat ...

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Distributed Deep Learning with Apache Spark and Keras | Databases at CERN

In the following blog posts we study the topic of Distributed Deep Learning, or rather, how to parallelize gradient descent using data parallel methods. We start by laying out the theory, while supplying you with some intuition into the techniques we applied. At the end of this blog post, we conduct some experiments to evaluate how different optimization schemes perform in identical situations. We also intr ...

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Top 10 Hot Artificial Intelligence (AI) Technologies

The market for artificial intelligence (AI) technologies is flourishing. Beyond the hype and the heightened media attention, the numerous startups and the internet giants racing to acquire them, there is a significant increase in investment and adoption by enterprises. A Narrative Science survey found last year that 38% of enterprises are already using AI, growing to 62% by 2018. Forrester Research predicte ...

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Ethics — the next frontier for artificial intelligence | TechCrunch

AI’s next frontier requires ethics built through policy. Will Donald Trump deliver? With one foot in its science fiction past and the other in the new frontier of science and tech innovations, AI occupies a unique place in our cultural imagination. Will we live into a future where machines are as intelligent — or frighteningly, more so — than humans? We have already witnessed AI predict the outcome of the l ...

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Use Neural Networks to Find the Best Words to Title Your eBook – Data Science Central

Introduction The eBook business is thriving. The likes of Amazon Kindle, Apple iBookstore, and Google eBookstore all provide a robust variety of channels by which to publish any eBook on any subject you could think of.  Amazon generates an average of 1.07MM in eBook paid sales volume, which translates to about $5.8MM in revenue, every day. A huge community of eBook followers exist due to its proven model to ...

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