Time Series Analysis on AWS

Table of Contents

1. An Overview of Time Series Analysis
2. An Overview of Amazon Forecast
3. Creating a Project and Ingesting Your Data
4. Training a Predictor with AutoML
5. Customizing Your Predictor Training
6. Generating New Forecasts
7. Improving and Scaling Your Forecast Strategy
8. An Overview of Amazon Lookout for Equipment
9. Creating a Dataset and Ingesting Your Data
10. Training and Evaluating a Model
11. Scheduling Regular Inferences
12. Reducing Time to Insights for Anomaly Detections
13. An Overview of Amazon Lookout for Metrics
14. Creating and Activating a Detector
15. Viewing Anomalies and Providing Feedback