Table of Contents
Preface
Section 1: Analyzing Time Series and Delivering Highly Accurate Forecasts with Amazon Forecast
Chapter 1: An Overview of Time Series Analysis
Technical requirements
What is a time series dataset?
Recognizing the different families of time series
Univariate time series data
Continuous multivariate data
Event-based multivariate data
Multiple time series data
Adding context to time series data
Labels
Related time series
Metadata
Learning about common time series challenges
Technical challenges
Data quality
Visualization challenges
Behavioral challenges
Missing insights and context
Selecting an analysis approach
Using raw time series data
Summarizing time series into tabular datasets
Using imaging techniques
Symbolic transformations ...
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