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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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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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Really Big Data At Walmart: Real-Time Insights From Their 40+ Petabyte Data Cloud

Walmart – the world’s biggest retailer with over 20,000 stores in 28 countries, is in the process of building the world’ biggest private cloud, to process 2.5 petabytes of data every hour. To make sense of all of this information, and put it to work solving problems, the company has created what it calls its Data Café – a state-of-the-art analytics hub located within its Bentonville, Arkansas headquarters. ...

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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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Powering Amazon Redshift Analytics with Apache Spark and Amazon Machine Learning | AWS Big Data Blog

Air travel can be stressful due to the many factors that are simply out of airline passengers’ control. As passengers, we want to minimize this stress as much as we can. We can do this by using past data to make predictions about how likely a flight will be delayed based on the time of day or the airline carrier. In this post, we generate a predictive model for flight delays that can be used to help us pick ...

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Analysis of the USA election of 2016 with Apache Spark GraphX and Neo4j | articles about programming on mkdev

Fig. 1 - The most popular tweets by Hillary Clinton and Donald Trump after the election has ended Almost right before the election started, I decided that it might have been interesting to analyse what people think and, more importantly, say on this topic. Because, as you know, this election had promised to be an extraordinary one. This is when I came up with an idea to utilise Twitter's streaming API to co ...

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How-to: Fuzzy Name Indexing in Apache Hadoop with Rosette and Cloudera Search – Cloudera Engineering Blog

In this guide, learn how to use Cloudera Search with Basis Technology’s Rosette®  to perform fuzzy name searches in multiple languages and scripts. Our thanks to Basis Technology team (Jeanne Le Garrec, Hannah MacKenzie-Margulies and Brian Sawyer) for supporting writing this how-to blog. Cloudera Search, powered by Apache Solr brings full-text, interactive search, and scalable indexing to Apache Hadoop by m ...

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