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
Software components:
-
ThingWorx Foundation
-
ThingWorx Analytics
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