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  • Data Science Follow 275 Followers

    Big Data Processing with Apache Spark - Part 5: Spark ML Data Pipelines

    by Srini Penchikala Follow 13 Followers on  Sep 24, 2016 2

    With support for Machine Learning data pipelines, Apache Spark framework is a great choice for building a unified use case that combines ETL, batch analytics, streaming data analysis, and machine learning. In this fifth installment of Apache Spark article series, author Srini Penchikala discusses Spark ML package and how to use it to create and manage machine learning data pipelines.

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    Personal UX -- Solving Unique Problems Created by Widespread Global Mobilization

    by Dmytro Svarytsevych Follow 0 Followers on  Oct 30, 2014

    Smartphone users are estimated to number 3.5 billion by 2019, and the different usages (mobile is most common during morning commutes and late at night, for example) create new challenges and opportunities. Data collection via our devices, smart-home gadgets and even our cars allows software engineers to offer increasingly personalized user experiences.

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    Improving Data Management with the DMM

    by Ben Linders Follow 9 Followers on  Sep 15, 2014

    The CMMI Institute has launched the Data Management Maturity (DMM)SM model. It can be used to improve data management, helping organizations to bridge the gap between business and IT. Using the DMM, organizations can evaluate and improve their data management practices. The model leverages the principles, structure, and proven approach of the Capability Maturity Model Integration (CMMI).

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Beyond Data Mining

Posted by Tim Menzies Follow 0 Followers on  Dec 06, 2013

In this article, author talks about the need for change in predictive modeling focus and compares four types of data mining:algorithm mining, landscape mining, decision mining and discussion mining.

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Automating Data Protection Across the Enterprise

Posted by Arshad Noor Follow 0 Followers on  Feb 07, 2013

This article defines a Data Encryption Infrastructure (DEI) which encompasses technology components and an application architecture that governs the protection of sensitive data within an enterprise. 1

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