Section

• Learn IntegratedML in InterSystems IRIS

  Explore these resources on machine learning and IntegratedML in InterSystems IRIS® data platform. IntegratedML makes it easy for SQL developers to leverage the power of machine learning without the traditional expertise and resources. Built directly into the SQL environment of InterSystems IRIS, it allows developers to create, train, test, and execute predictive models in their applications.

  LEARN

  • Video: What is Machine Learning? (3m)
    New to machine learning? Watch this video to understand the basic concepts of machine learning and how it provides value in applications around the world today.
    
    
  • Video: IntegratedML — Predicting Readmissions (5m)
    See how IntegratedML can make predictions on table data directly within the SQL environment of InterSystems IRIS® data platform. This video shows IntegratedML creating and training a machine learning model to predict readmissions from a set of patient data.
    
    
  • Video: Using IntegratedML with DataRobot (7m)
    See how IntegratedML can leverage DataRobot — a best-in-class, third-party machine learning platform — to make predictions on a set of data.
    
    
  • Podcast: IntegratedML in InterSystems IRIS (15m)
    In Episode 3 of Data Points, machine learning product specialist Thomas Dyar joined the podcast to explain what IntegratedML is and why it should excite developers.
    
    
  • Infographic: Preparing Your Data for Machine Learning 
    This infographic outlines the key steps you should take to prepare your data set for use in a machine learning application.
    
    
  • Infographic: Common Supervised Machine Learning Algorithms 
    It’s great that IntegratedML automates so much of the work for you, but you may still want to learn more about the types of machine learning algorithms used in predicting your outcomes. This infographic describes the most common algorithms used in machine learning.
    
  
  
  • Technology Brief: Machine Learning Made Easy with IntegratedML
    Discover how machine learning can support your business and how to use IntegratedML to overcome some of the challenges that come with implementing machine learning for the first time.
  
  
  • Resource Guide: Big Data Analytics with InterSystems IRIS
    To learn more about more complex machine learning architectures with InterSystems IRIS — including Apache Spark clusters and Apache Zeppelin notebooks — you can browse the various resources available here.

  
  

  PLAY

  • Exercise: Hands-On with IntegratedML (45m)
    In this exercise, you will use IntegratedML to create, train, and execute a predictive model on a set of sample patient data to predict readmissions.