A Review on Crypto coin price prediction

Abstract

Due to its advantages over the established banking system, cryptocurrencies have experienced a sharp increase in price in
recent years, which has had a positive impact on the economy. As cryptocurrencies are organized by blockchain technology, it
inherits its properties such as Decentralization, Transparency, Immutability. In recent years, investors and stakeholders
have become increasingly interested in machine learning and AI-assisted trading. The effectiveness of machine learning
techniques in predicting the stock market leads one to believe that they may also be used to forecast cryptocurrency prices.
According to our initial research most papers/projects have taken ‘sentiment’ as an attribute, but we will be working on
real-time data. In this work, we make an effort to forecast the prices of cryptocurrencies, primarily bitcoin and ethereum.
For the prediction job, well be using the Long Short-Term Memory (LSTM) model. Trading cryptocurrency prices is a
popular kind of exchange now. Both investors and day traders will greatly benefit from using the suggested approach.
Facebook Prophet will be the machine learning algorithm used to predict these prices. In a Time, series prediction,
Facebook Prophet has a significant level of accuracy and quickness.