Forecasting exchange rate with deep learning algorithms: the US Dollar (USD) to Colombian Peso (COP) case

Forecasting exchange rate with deep learning algorithms: the US Dollar (USD) to Colombian Peso (COP) case

Time series prediction can provide vital information to help us make better decisions. The greater the depth and breadth of our study, the greater the quality of the information we acquire. This thesis project compares three deep learning models (ANN, LSTM, GRU) to predict the USD/COP exchange rate....

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Lucero Burbano, Alejandra Valeria (author)
Fformat: bachelorThesis
Iaith:eng
Cyhoeddwyd: 2024
Pynciau:
Redes neuronales artificiales
Aprendizaje profundo
Series de tiempo
Artificial neural networks
Deep learning
Time series
Mynediad Ar-lein:http://repositorio.yachaytech.edu.ec/handle/123456789/745
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

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http://repositorio.yachaytech.edu.ec/handle/123456789/745

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