Master of Science in Computer Science
Department of Computer Science
School of Mathematics and Computer Science (SMCS)
Date of Submission
Dr. Tariq Mahmood, Professor and Program Coordinator MS (CS) and MS (DS) Programs, Department of Computer Science
Cryptocurrency, Machine Learning, Deep Learning, Prediction, LSTM, SARIMA, GRU
The proposed work investigates how to accurately anticipate cryptocurrency’s price by considering several factors that influence the currency’s price. The dataset information includes open, high, low, and close price details for a list of different cryptocurrency value up to the present day. Three models are used for this project namely GRU, LSTM, SARIMA. SARIMA model is a machine learning model whereas GRU, LSTM are Deep learning models. We did a comparison analysis to predict which model performs better in terms of predicting the future price of different cryptocurrencies based on its previous data.
Link to Catalog Record
Kanwal, Aneela. "Crypto Prediction Model." Unpublished graduate research project. Institute of Business Administration. 2022. https://ir.iba.edu.pk/research-projects-mscs/3
The full text of this document is only accessible to authorized users.