Chapter 1: An Overview of Time Series Analysis

Time series analysis is a technical domain with a very large choice of techniques that need to be carefully selected depending on the business problem you want to solve and the nature of your time series. In this chapter, we will discover the different families of time series and expose unique challenges you may encounter when dealing with this type of data.

By the end of this chapter, you will understand how to recognize what type of time series data you have and select the best approaches to perform your time series analysis (depending on the insights you want to uncover), and you will understand the use cases that Amazon Forecast, Amazon Lookout for Equipment, and Amazon Lookout for Metrics

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