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SAP HANA Cloud Platform

Posted by deepsingularity in Algorithm on May 09, 2016 | 11730 comments

Introduction Navint Partners, LLC research report shows that Fortune 500 companies are leveraging cloud-based data centers at some scale of magnitude. The traditional data centers are on the path to extinction. The challenges of running databases and applications on cloud-based data centers and on-premise data centers come from economies of flash, economies of scale, and managed services. Some of the in-memory database platforms and big data analytics require procuri...

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The future of the big data

Posted by deepsingularity in Data analytics on May 09, 2016 | 20270 comments

Introduction Big data is everywhere on a much broader scale ushering the dawn of a new age. Gartner’s recent research report highlights that 80% of the data generated by corporations is coming from heterogeneous data sources in disorderly unstructured format. Enterprise and organizational applications produce 20% of the world’s data in a structured format. The traditional technologies no longer have the capabilities to handle such disorderly proliferation of dat...

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Big data analytics for spatial processing

Posted by deepsingularity in Data analytics on May 09, 2016 | 35904 comments

According to IBM, the world has generated big data more than 90% in the last two years. In today's world, the taxonomy of big data could be a misnomer. Big data refers to the term that deals with astounding amounts of data deluge generated every second represented by five Vs. Volume, Veracity, Velocity, Variety, and Value. Volume The proliferation of big data generated in the last few years is enormous. As of this article, the global online Internet population climbed t...

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K-Nearest Neighbor Machine Learning algorithm

Posted by deepsingularity in Algorithm on Apr 07, 2016 | 45500 comments

The German credit dataset can be downloaded from UC Irvine, Machine learning community to indicate the predicted outcome if the loan applicant defaulted or not. Applying the logistic regression with three variables duration, amount, and installment, K-means classification, and K-Nearest Neighbor machine learning algorithm. # Logistic regression # Load the file from the hard disk after setting the work directory germandata ...

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