Analytics Training Videos
A series of training videos for ThingWorx Analytics
Guide Concept
This guides 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.
Guide Info
| Level | Intermediate |
| Est. Time | 12 Hours |
| Published | Oct 19, 2020 |
| Author | Tracey Kroll |
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
Things used in this guide
Environment:
This guide may be completed in any environment in which you have access to ThingWorx Foundation, Analytics Server, AND Platform Analytics.
This includes both the hosted trial, as well as the combination of the Foundation, Analytics Server, and Platform Analytics downloadable installers.
Software components:
ThingWorx Foundation
Previous knowledge
Analytics Training Videos
Outline
- Step 1: ThingWorx Analytics Overview
- Step 2: Use Case Discussion
- Step 3: Data Profiling
- Step 4: Data Transformation and Feature Engineering
- Step 5: Descriptive Analytics
- Step 6: Predictive Models and Model Validation
- Step 7: Scoring Predictive Realtime Prescriptive
- Step 8: Time Series Modeling
- Step 9: Anomaly Detection
- Step 10: ThingWorx Foundation and Analytics Integration
- Step 11: Mini Project
- Step 12: Next Steps