an introduction to 0xdata h2o

Post on 06-Nov-2015

66 Views

Category:

Documents

1 Downloads

Preview:

Click to see full reader

DESCRIPTION

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

TRANSCRIPT

  • 0xdata H2O

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

    www.semtech-solutions.co.nz info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • H2O Architecture

    www.semtech-solutions.co.nz info@semtech-solutions.co.nz

  • H2O Architecture 2

    www.semtech-solutions.co.nz info@semtech-solutions.co.nz

  • 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 info@semtech-solutions.co.nz

  • Contact Us

    Feel free to contact us at www.semtech-solutions.co.nz info@semtech-solutions.co.nz

    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

    Slide 1Slide 2Slide 3Slide 4Slide 5Slide 6Slide 7Slide 8Slide 9Slide 10

top related