Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografiska uppgifter
Huvudupphovsmän: Ghose, Swattic, Bin Khaled, Faiyaz, Rafin, Nafiz Imtiaz, Jawwad, Rubaiyet Hossain, Bin Yahiya, Yamin
Övriga upphovsmän: Rabiul Alam, Dr. Md. Golam
Materialtyp: Lärdomsprov
Språk:English
Publicerad: Brac University 2023
Ämnen:
Bitcoin
Macro economic
Sentiment analysis
GPU
Bayesian optimization
Bidirectional LSTM
Ensemble random forest regressor
Machine learning
Länkar:http://hdl.handle.net/10361/19963

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