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an introduction to 0xdata h2o

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0xdata H2O ● What is H2O ? ● What can it do ? ● Sparkling Water ● Deep Learning ● Languages ● Architecture ● Books www.semtech-solutions.co.nz [email protected]

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A introduction to 0xData H2O, what is it and how does it work ? What can it do ?

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  • 0xdata H2O

    What is H2O ? What can it do ? Sparkling Water Deep Learning Languages Architecture Books

    www.semtech-solutions.co.nz [email protected]

  • H2O What is it ?

    An open source machine learning system Integrates with Apache Spark Offers a web based user interface called Flow Fast, distributed architecture and scalable Multiple languages supported Multiple storage solutions See 0xdata.com/product/

    www.semtech-solutions.co.nz [email protected]

  • H2O What can it do ?

    Extends Spark with Sparkling water Analytics via web UI Flow Data visualisation Integrates with Hadoop and Spark Extensive Machine Learning functionality Brings deep learning to Apache Spark

    www.semtech-solutions.co.nz [email protected]

  • H2O Sparkling Water ?

    H2O + Spark = Sparkling Water Create an H2O cluster Brings neural based deep learning to Spark Call the Flow web UI from Spark Easily scalable parallel processing Multiple machine learning functions available Automated machine learning

    www.semtech-solutions.co.nz [email protected]

  • H2O Deep Learning ?

    Deep Learning What is it ? Neural nets with deeper structures Multiple learning functions Automated learning

    What does H2O bring to Spark ? Extends functionality Brings neural networks to Spark Allows neural based classification Many new algorithms

    www.semtech-solutions.co.nz [email protected]

  • H2O Languages

    H2O offers support for the following languages Scala Python R Java JSON

    Has a REST API Supports various storage solutions

    AWS S3, HDFS SQL, NoSQL

    www.semtech-solutions.co.nz [email protected]

  • H2O Architecture

    www.semtech-solutions.co.nz [email protected]

  • H2O Architecture 2

    www.semtech-solutions.co.nz [email protected]

  • Available Books

    See our Hadoop book from Apress / Springer Big Data Made Easy

    Look out for our Apache Spark based book from Packt in 2015

    www.semtech-solutions.co.nz [email protected]

  • Contact Us

    Feel free to contact us at www.semtech-solutions.co.nz [email protected]

    We offer IT project consultancy We are happy to hear about your problems You can just pay for those hours that you need To solve your problems

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