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Build a Predictive Analytics Model | Developer Portal : ThingWorx

Guide Concept

This project will introduce ThingWorx Analytics Builder.

Following the steps in this guide, you will create an analytical model, and then refine it based on further information from the Analytics platform.

We will teach you how to determine whether or not a model is accurate and how you can optimize both your data inputs and the model itself.

Guide Info

Type Tutorial
Level Intermediate
Est. Time 60 Minutes
Published March 20, 2019
Author Jason Wyatt

You'll learn how to

    • Load an IoT dataset
    • Generate machine learning predictions
    • Evaluate the analytics output to gain insight
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Things used in this guide


This guide may be completed in any environment in which you have access to both ThingWorx Foundation and Analytics.

This includes both the hosted evaluation server, as well as a combination of both the Foundation and Analytics Server downloadable, self-hosted trials.

Software components:
Previous knowledge:


  • Step 1: Scenario
  • Step 2: Settings
  • Step 3: Upload Data
  • Step 4: Signals
  • Step 5: Profiles
  • Step 6: Create Model
  • Step 7: Refine Model
  • Step 8: Next Steps