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IT Operations

Put machine learning models into production with just a few lines of code, regardless of whether you need real-time predictions, batch deployments, or scoring on Hadoop.

Benefits to IT Operations

Machine learning for today's enterprise

Machine learning and AI projects that never reach production can have a significant impact on the bottom line, and raise doubts about the ROI on data lakes and other big data investments. DataRobot automates the best practices of the world's top data scientists in software – making it easy for business analysts, data scientists, software developers, and other data professionals to rapidly build and deploy highly accurate machine learning models.

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Deploy with one line of code
Any model built in DataRobot is production ready. There is no need to write custom prediction code or manage any infrastructure. Use DataRobot's dedicated API to deploy models to servers behind a load balancer, easily scaling to meet your needs. Need to update your model every day? Automate the process with DataRobot's APIs and SDK.
hadoop
Scale with Hadoop
DataRobot can be run on your Hadoop cluster to bring fully-integrated automated machine learning to the Hadoop stack. DataRobot utilizes Spark, and is certified compliant for data security and management so machine learning data objects and operations are visible to, and under the control of, Hadoop management processes and policies.
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Create great models with full transparency
With DataRobot you can build and test hundreds of solutions that combine expert-level data preparation with machine learning algorithms from R, Python, Spark, H20, TensorFlow, and more. Use our industry-leading GUI or powerful Python and R APIs to compare solutions for model accuracy, prediction speed, and simplicity to find the best fit for your use case.
empower-fist-win
Empower your organization
DataRobot gives the power of automated machine learning to users of all skill levels. It provides access to a vast array of the latest and most powerful machine learning algorithms, yet puts appropriate guardrails in place so that even inexperienced users can select the best algorithms and pre-processing steps for the business problems they are trying to solve.
  • coding-browser-code-text-editor
    Deploy with one line of code
    Any model built in DataRobot is production ready. There is no need to write custom prediction code or manage any infrastructure. Use DataRobot's dedicated API to deploy models to servers behind a load balancer, easily scaling to meet your needs. Need to update your model every day? Automate the process with DataRobot's APIs and SDK.
  • hadoop
    Scale with Hadoop
    DataRobot can be run on your Hadoop cluster to bring fully-integrated automated machine learning to the Hadoop stack. DataRobot utilizes Spark, and is certified compliant for data security and management so machine learning data objects and operations are visible to, and under the control of, Hadoop management processes and policies.
  • model-ai
    Create great models with full transparency
    With DataRobot you can build and test hundreds of solutions that combine expert-level data preparation with machine learning algorithms from R, Python, Spark, H20, TensorFlow, and more. Use our industry-leading GUI or powerful Python and R APIs to compare solutions for model accuracy, prediction speed, and simplicity to find the best fit for your use case.
  • empower-fist-win
    Empower your organization
    DataRobot gives the power of automated machine learning to users of all skill levels. It provides access to a vast array of the latest and most powerful machine learning algorithms, yet puts appropriate guardrails in place so that even inexperienced users can select the best algorithms and pre-processing steps for the business problems they are trying to solve.
  • DataRobot does something different from other tools. It offers a high-quality auto-modeling tool that creates amazing models with fine-tuned adjustments in a matter of minutes.
    Andrew Greenhut
    Andrew Greenhut

    Senior Data Scientist, LogMeIn

  • DataRobot allows us to understand the data that’s being fed into our models without blindly feeding whatever we get into our system. DataRobot makes my team very effective.
    Deena Narayanaswamy
    Deena Narayanaswamy

    Head of Data Insights, Avant

    Automated machine learning improves the lives of IT Operations

    IT Operations need to know everything that is entering their systems and networks. Traditional machine learning has been an opaque black box. Watch this webinar to bust the myth of the machine learning black box.
    Watch the Webinar

    Related resources

    Find out how to get more from your data.