BITCOIN PRICE PREDICTION USING MACHINE LEARNING

BITCOIN PRICE PREDICTION USING MACHINE LEARNING

M.Jeevana Sujitha1, V.Anjani Kranti2, P.Saroja3

1 Assistant Professor, Department of CSE,SRKR College of Engineering, Bhimavaram, West Godavari, AP, India.

2 Assistant Professor, Department of CSE,SRKR College of Engineering, Bhimavaram, West Godavari, AP, India.

3 Assistant Professor, Department of CSE,SRKR College of Engineering, Bhimavaram, West Godavari, AP, India.

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Abstract -The objective of this paper is to create a predictive model using past Bitcoin prices that can precisely predict its future prices. The model should be capable of identifying the intricate patterns and trends in Bitcoin's value fluctuations, which can be impacted by numerous factors such as market sentiment, regulatory changes, adoption rates, and other macroeconomic factors.The model should be able to learn from past data and make accurate predictions for future prices, which can help traders and investors make informed decisions and manage their risk exposure.

Key Words:  Bitcoin, Cryptocurrency, Priceprediction,LSTM(LongShort-Term Memory),Model Evaluation,Data Preprocessing Feature Selection,Model Performance Metrics