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New tools pave the road to big data self-service

To date, the Hadoop data scientist has had to be a superhero. Self-service tools will change that, but not overnight.

News

IBM drops Hadoop distribution, allies with Hortonworks

IBM pulled the plug on its distribution of Hadoop in favor of reselling Hortonworks' bundle of big data technologies, a decision that reduces the number of Hadoop vendors to four.

Problem Solve

Texas university sets about to smartly fill data lake

Moving relational data into Hadoop is not a slam dunk. To avert programming complexities, a major Texas school turned to commercial tools to stock the Hadoop data lake.

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MDM complexity grows with proliferation of data sources

As companies collect customer data and other types of information from more and more sources, the master data management process is becoming even more complex than it already was.

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Data Management/Data Warehousing Basics

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    Greater variety of database platforms increases IT options

    The days when relational databases were the answer to almost every data management question have given way to a more varied environment, which has pros and cons for IT teams.

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    data

    In computing, data is information that has been translated into a form that is efficient for movement or processing.

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    NoSQL (Not Only SQL database)

    NoSQL and Not Only SQL describe an approach to database design that implements a key-value store, document store, column store or graph format for data.

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Sections from across SearchDataManagement

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  • Database management system (DBMS) architecture, design and strategy

    MongoDB expands Atlas cloud coverage, vows 'Stitch' in time

    MongoDB has expanded cloud coverage for its Atlas hosted database service, with Azure and Google versions joining an initial AWS-based offering to give users a choice on cloud platforms.

  • Hadoop framework

    IBM drops Hadoop distribution, allies with Hortonworks

    IBM pulled the plug on its distribution of Hadoop in favor of reselling Hortonworks' bundle of big data technologies, a decision that reduces the number of Hadoop vendors to four.

  • Big data management

    Well-groomed data eases path to deep learning

    Deep learning applications often require a mix of data, and assorted preprocessing techniques. That makes data preparation a priority, and conventional machine learning may have a role to play.

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