Machine Learning

All about machine learning and deep learning

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Machine learning skills for software engineers

You don’t need to be a data scientist to do machine learning, but you do need data skills. Start with these

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ONNX makes machine learning models portable, shareable

Microsoft and Facebook's machine learning model format aims to let devs choose frameworks freely and share trained models without hassle

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Why should enterprises care about intent-based networking? | Tech Talk Ep 1, Pt 2

The panelists break down Cisco's intent-based networking strategy, which brings machine learning to the networking realm. Plus, they hash out the ramifications for the security industry.

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3 projects lighting a fire under machine learning

PyTorch, MXNet, and upstart Java-centric Smile bring greater speed and ease to model training and deployment

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Letting go: trusting AI to do its thing while humans do theirs

Early adopters of enterprise AI are quickly realizing that part of the unwritten contract between man and machine is that man will surrender control of data-related tasks and decision-making to AI

artificial intelligence / machine learning / worker replacement

Could AI ever fully replace human customer service?

A.I. is becoming more advanced and many industries are starting to adapt it. When it comes to customer service, does A.I. pose a threat to human workers? How efficient can it be in handling customer concerns?

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iOS 11 is coming, and bringing machine learning with it

For developers, the time is now to focus on the high-stakes changes with iOS 11 that will have the most dramatic impact on consumers

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Microsoft’s Project Brainwave accelerates deep learning in Azure

Using FPGAs deployed throughout the Azure cloud, Microsoft’s new system for accelerating deep learning poses a challenge to Google’s TPUs

13 frameworks for mastering machine learning

13 frameworks for mastering machine learning

Venturing into machine learning? These open source tools do the heavy lifting for you

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Google’s Deeplearn.js brings machine learning to the browser

The open source GPU-accelerated library supports TypeScript and JavaScript, allowing you to train neural networks or run pre-trained models

Are machine learning tools really smart or do they need private crowds to get there?

The critical role of private crowds in building accurate machine learning algorithms for smarter software

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Google releases TensorFlow Serving library

The open source library can work with both Google’s own TensorFlow machine learning models and third-party models

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What is machine learning? Software derived from data

Building systems that learn from data is a better way to solve complex problems, given enough meaningful data to learn from

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IBM speeds deep learning by using multiple servers

IBM's Distributed Deep Learning spreads model training across any number of hardware nodes—as long as they’re IBM nodes

artificial intelligence / machine learning / worker replacement

How to get started with machine learning

Machine learning isn’t something you buy but something you do. Use TensorFlow to experiment now with machine learning so you can build it into your DNA

artificial intelligence / machine learning

Machine learning comes to your browser via JavaScript

A new JavaScript library runs Google's TensorFlow right in the browser with GPU acceleration—a novel way to bring machine learning to the masses

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Data is eating the software that is eating the world

The data-driven machine learning algorithms that power AI will not only upend programming, but lower the barriers to AI itself

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Building the virtual assistant everyone wants

The four key areas developers and testers need to master to create the high-quality virtual assistants users expect

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