Objective: This paper explains the working of the linear regression and Long Short-Term
Memory model in predicting the value of a Bitcoin. Due to its raising popularity, Bitcoin has
become like an investment and works on the Block chain technology which also gave raise
to other crypto currency. This makes it very difficult to predict its value and hence with the
help of Machine Learning Algorithm and Artificial Neural Network Model this predictor is
tested. Methodology: In this study, we have used data sets for Bitcoin for testing and training …

In this paper, we attempt to predict the Bitcoin price accurately taking into consideration
various parameters that affect the Bitcoin value. For the first phase of our investigation, we
aim to understand and identify daily trends in the Bitcoin market while gaining insight into
optimal features surrounding Bitcoin price. Our data set consists of various features relating
to the Bitcoin price and payment network over the course of five years, recorded daily. For
the second phase of our investigation, using the available information, we will predict the …