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....

• Autor principal: Lucero Burbano, Alejandra Valeria (author)
• Formato: bachelorThesis
• Idioma: eng
• Publicado em: 2024
• Assuntos: Redes neuronales artificiales; Aprendizaje profundo; Series de tiempo; Artificial neural networks; Deep learning; Time series
• Acesso em linha: http://repositorio.yachaytech.edu.ec/handle/123456789/745