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Time Series Analysis on AWS Learn How to Build Forecasting Models and Detect Anomalies in Your Time Series Data /
Leverage AWS AI/ML managed services to generate value from your time series data Key Features Solve modern time series analysis problems such as forecasting and anomaly detection Gain a solid understanding of AWS AI/ML managed services and apply them to your business problems Explore different algor...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing, Limited,
2022.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Table of Contents An Overview of Time Series Analysis An Overview of Amazon Forecast Creating a Project and Ingesting Your Data Training a Predictor with AutoML Customizing Your Predictor Training Generating New Forecasts Improving and Scaling Your Forecast Strategy An Overview of Amazon Lookout for Equipment Creating a Dataset and Ingesting Your Data Training and Evaluating a Model Scheduling Regular Inferences Reducing Time to Insights for Anomaly Detections An Overview of Amazon Lookout for Metrics Creating and Activating a Detector Viewing Anomalies and Providing Feedback.