A handy tutorial on the use of machine learning to do sequence prediction, by Jason Brownlee. A kind of elementary forecasting. Nicely done. Read his piece and sign up for more of his services:
' ... Sequence prediction is different from other types of supervised learning problems. The sequence imposes an order on the observations that must be preserved when training models and making predictions.
Generally, prediction problems that involve sequence data are referred to as sequence prediction problems, although there are a suite of problems that differ based on the input and output sequences.
In this tutorial, you will discover the different types of sequence prediction problems. ... "
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