• Shailesh Shivshankar Mahajan
• Sonali Waghe
• Shantanu Dondal
• Vedant Mankar

Bitcoin is a kind of Cryptocurrency and now is one type of investment on the stock market. Stock markets are influenced by many factors. And bitcoin is one kind of cryptocurrency that keeps rising in recent years, and sometimes suddenly falls without knowing the influence behind it on the stock market. Because it’s fluctuations, there’s a need for an automation tool to predict bitcoin on the stock market. This research study learns how to create model prediction bitcoin stock market prediction using LSTM, LSTM (Long Short-Term Memory) is another type of module provided for RNN later developed and popularized by many researchers, like RNN, the LSTM also consists of modules with recurrent consistency. The Method that we apply to this research, also technique and tools to predict Bitcoin on the stock market.

Cryptocurrency, Bitcoin prediction, Bitcoin Stock Market Prediction, LSTM.

"Research on Bitcoin Price Prediction using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 4, page no.j791-j799, April-2024, Available :http://www.jetir.org/papers/JETIR2404995.pdf

"Research on Bitcoin Price Prediction using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 4, page no. ppj791-j799, April-2024, Available at : http://www.jetir.org/papers/JETIR2404995.pdf