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How FICO scores big with cloud-based collaboration and data solutions – Microsoft Enterprise

Data rules everything around us. From traffic lights to medical records, those ones and zeros quickly dictate everything from the ads we see to the music we hear. As more and more organizations adopt big data strategies, we as consumers see exciting new innovations and solutions that leverage these possibilities. Smart phones, driver-less cars—this wave of data analytics brings the future to life in excitin ...

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Working with UDFs in Apache Spark – Cloudera Engineering Blog

User-defined functions (UDFs) are a key feature of most SQL environments to extend the system’s built-in functionality.  UDFs allow developers to enable new functions in higher level languages such as SQL by abstracting their lower level language implementations.  Apache Spark is no exception, and offers a wide range of options for integrating UDFs with Spark SQL workflows. In this blog post, we’ll review s ...

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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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Implement Serverless Log Analytics Using Amazon Kinesis Analytics | AWS Big Data Blog

Applications log a large amount of data that—when analyzed in real time—provides significant insight into your applications. Real-time log analysis can be used to ensure security compliance, troubleshoot operation events, identify application usage patterns, and much more. Ingesting and analyzing this data in real time can be accomplished by using a variety of open source tools on Amazon EC2. Alternatively, ...

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Beyond vectors: efficiency in Natural Language Processing

NYU MSDS student Raul Delgado Sanchez talks diffusion maps When you text a friend saying ‘I’ll fall you later’, how does your iPhone know to correct ‘fall’ to ‘call’? Auto-correct owes its prowess to a field that continues to gain paramount importance among computer scientists, and is an especially lively area of study at our very own Center for Data Science: Natural Language Processing (NLP). Generally spe ...

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SAPVoice: How to Solve IoT’s Big Data Challenge with Machine Learning

Machine learning will come of age this year, moving from the research labs and proof-of-concept implementations to cutting-edge business solutions. Along the way, it will help power innovations, such as autonomous vehicles, precision farming, therapeutic drug discovery and advanced fraud detection for financial institutions. Machine learning intersects with statistics, computer science and artificial intell ...

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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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IBM adds TensorFlow support to its PowerAI | ZDNet

IBM said it is offering support for Google's open source machine learning technology TensorFlow with its PowerAI software. The move highlights ongoing collaboration between tech giants in the AI space including Google, Nvidia, IBM, and AMD. According to IBM, TensorFlow has become popular among enterprises looking to use deep learning frameworks. By offering PowerAI support, enterprises will have more option ...

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Amazon Web Services’ secret weapon: Its custom-made hardware and network – GeekWire

It’s not unusual for internet and software giants to design and even make their own hardware, to increase efficiency and build a competitive advantage. Google custom-designs its own servers, filling them with millions of chips from Intel, and announced in May that it has designed its own application-specific integrated circuit (ASIC) for use on neural networks. Facebook uses its own switches in its data cen ...

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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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