Time Series Analysis on AWS
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Time Series Analysis on AWS
Learn how to build forecasting models and detect anomalies in your time series data
Hoarau, Michael
Packt Publishing Limited
03/2022
458
Mole
Inglês
9781801816847
15 a 20 dias
Descrição não disponível.
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Time series analysis; Time series using AWS; Amazon Forecast; Amazon Lookout for Equipment; Amazon Lookout for Metrics
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
