how to predict time series data

I have a time series of electromagnetic wave of 2000 values and i want to predict next 100 values of the Electromagnetic wave

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There isn't a one-size-fits-all approach to predicting timeseries data, especially with stock prices. All it takes is a COVID-19 outbreak or a tweet from the a powerful influencer to create sudden changes to stock prices.
This wiki page does a decent job at summarizing some methods.
I believe the following Econometrics Toolbox example page would be some help.

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