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Bitcoin is currently the leading global provider of cryptocurrency which has recently received a lot of attention from the public. In recent years, the Bitcoin network has attracted investors, businesses, and corporations while facilitating services and product deals. The factors that affect the Bitcoin price and the patterns behind its fluctuations can be predicted by using various machine learning models like LSTM, ARIMA, and Facebook prophet. This prediction may give better insights about the bitcoin price to the people who are investing in the bitcoin. Accurate prediction of the future trend in the closed price of the day for a given cryptocurrency is a challenging task. Machine Learning models can be used to predict the closed price for a given cryptocurrency.