MATLAB for Machine Learning - Second Edition

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Time Series Analysis and Forecasting with MATLAB

Time series data constitutes a sequence of measurements gathered over a certain period. These measurements, which are tied to a specific variable, occur at regular intervals. An essential characteristic of time series data lies in the significance of its order; the arrangement of observations on a timeline conveys meaningful patterns. Altering this order can completely reshape the data’s meaning. Sequential data is a broader concept that encompasses any data presented in a sequential manner, which includes time series data. In this chapter, we will delve into the fundamental concepts surrounding sequential data, elucidating how to construct models that capture patterns within time series or ...