This guide provides a series of training videos covering ThingWorx Analytics Server and Platform Analytics.
It is recommended that they be viewed in order.
Additionally, a downloadable .zip with additional training materials is provided.
You'll learn how to
- Use ThingWorx Analytics
- Understand the Analytics Thought Process
- Basic Analytics concepts (data types, variables, modeling)
- Descriptive Analytics
- Predictive Analytics modeling techniques
- Familiarity with other topics: Prescriptive Analytics, Clustering, Time Series, Anomaly Detection
- Acquire basic knowledge of how to create an end-to-end Smart Application
- Deepen your Foundation and Analytics understanding
NOTE: This guide's content aligns with ThingWorx 9.3. The estimated time to complete all parts of this guide is 12 hours
ThingWorx Analytics Overview
This guide will present a series of training videos for ThingWorx Analytics.It is recommended that you view each guide in-order, as future videos may build on the concepts learned in earlier ones.
Download CourseFiles.zip included in this guide, as it contains important materials for particular videos.
In this course, you will learn the basics of the ThingWorx Analytics Machine Learning process. You will understand how to perform Descriptive Analytics such as identifying Signals, Profiles, or building Clusters.
You will also understand how to train a Model and use Predictive and Prescriptive Scoring.
Additional topics include Time Series, Anomaly Detection, and near-real-time Scoring. You will also learn about how to create a simple smart application using Analytics together with other pieces of the overall ThingWorx platform.
ThingWorx Analytics Video Guide
Module 1: ThingWorx Analytics Overview
Module 2: Use Case Discussion
Module 3: Data Profiling
Module 4: Data Transformation and Feature Engineering
Module 5: Descriptive Analytics
Module 6: Predictive Models and Model Validation
Module 7: Scoring Predictive Realtime Prescriptive
Module 8: Time Series Modeling
Module 9: Anomaly Detection
Module 10: ThingWorx Foundation and Analytics Integration
Module 11: Mini Project
Next Steps
Congratulations! You've successfully completed the Analytics Training Videos guide, and learned how to:
- Use ThingWorx Analytics
- Understand the Analytics Thought Process
- Basic Analytics concepts (data types, variables, modeling)
- Descriptive Analytics
- Predictive Analytics modeling techniques
- Familiarity with other topics: Prescriptive Analytics, Clustering, Time Series, Anomaly Detection
- Acquire basic knowledge of how to create an end-to-end Smart Application
- Deepen your Foundation and Analytics understanding
Additional Resources
If you have questions, issues, or need additional information, refer to:
Resource Link
