Topic outline

  • Predictive Modeling with the Machine Learning Toolkit

    Learn how artificial intelligence and machine learning can help you get the most from your data. Try it yourself to see how to find creative solutions to problems that are unsolvable with traditional approaches, such as predictive maintenance.

    With InterSystems IRIS® data platform, you can:

    • Orchestrate the process of launching, executing, and processing the results of AI/ML models using various modeling environments.
    • Robotize and automate the use of AI/ML tools.
    • Enable users to make real-time decisions to control the spontaneity and diversity of real-life challenges.

    AI/ML technologies allow businesses to be more effective and agile. Today, these technologies are becoming easier to build and deploy. Start investigating AI/ML technologies and how they can help your organization to grow and prosper.

    Click the button below to launch your Machine Learning Toolkit lab. Make note of the login details for the Management Portal, as you may need them later, then open the Instructions link to complete the exercises. Click DELETE AND RESET YOUR LAB to get a new version of the lab.

  • Data Preparation for Machine Learning

    This video explains some of the statistical concepts that are used in the Machine Learning Toolkit lab: variance, principal component analysis, and logistic regression.