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Time Series Analysis on AWS
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Time Series Analysis on AWS
by Michaƫl Hoarau
Time Series Analysis on AWS
Time Series Analysis on AWS
Contributors
About the author
About the reviewers
Preface
Section 1: Analyzing Time Series and Delivering Highly Accurate Forecasts with Amazon Forecast
Chapter 1: An Overview of Time Series Analysis
Chapter 2: An Overview of Amazon Forecast
Chapter 3: Creating a Project and Ingesting Your Data
Chapter 4: Training a Predictor with AutoML
Chapter 5: Customizing Your Predictor Training
Chapter 6: Generating New Forecasts
Chapter 7: Improving and Scaling Your Forecast Strategy
Section 2: Detecting Abnormal Behavior in Multivariate Time Series with Amazon Lookout for Equipment
Chapter 8: An Overview of Amazon Lookout for Equipment
Chapter 9: Creating a Dataset and Ingesting Your Data
Chapter 10: Training and Evaluating a Model
Chapter 11: Scheduling Regular Inferences
Chapter 12: Reducing Time to Insights for Anomaly Detections
Section 3: Detecting Anomalies in Business Metrics with Amazon Lookout for Metrics
Chapter 13: An Overview of Amazon Lookout for Metrics
Chapter 14: Creating and Activating a Detector
Chapter 15: Viewing Anomalies and Providing Feedback
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