Can LSTM be used to Forecast the Number of Sunspots?

I will be predicting the number of monthly Sunspots using time series analysis. The models that will be explored in-depth are the ARMA and LSTM models.

Ethan Johnson-Skinner, MSc
Towards Data Science
10 min readSep 9, 2021

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Photo by NASA on Unsplash

Introduction

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MSc of Applied Mathematics specializing in statistics | Machine Learning | Data science | Algorithmic Trading | Time series forecasting | Data-Driven Investing