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MLS-C01 · Question #39

A city wants to monitor its air quality to address the consequences of air pollution. A Machine Learning Specialist needs to forecast the air quality in parts per million of contaminates for the next

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Modeling

Question

A city wants to monitor its air quality to address the consequences of air pollution. A Machine Learning Specialist needs to forecast the air quality in parts per million of contaminates for the next 2 days in the city. As this is a prototype, only daily data from the last year is available. Which model is MOST likely to provide the best results in Amazon SageMaker?

Options

  • AUse the Amazon SageMaker k-Nearest-Neighbors (kNN) algorithm on the single time series
  • BUse Amazon SageMaker Random Cut Forest (RCF) on the single time series consisting of the full
  • CUse the Amazon SageMaker Linear Learner algorithm on the single time series consisting of the
  • DUse the Amazon SageMaker Linear Learner algorithm on the single time series consisting of the

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Topics

#Time Series Forecasting#Amazon SageMaker#Linear Learner Algorithm#Model Selection
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