How to Transform Time Series for Deep Learning

Forecasting with deep neural networks

Vitor Cerqueira
Towards Data Science
6 min readFeb 14, 2023

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Photo by Claudio Testa on Unsplash

Supervised Learning with Time Series

Supervised learning involves training a machine learning model with an input data set. This data set is usually a matrix: A two-dimensional data structure composed of rows (samples) and columns (features).

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