Advanced predictive analytics for cryptocurrency valuation: A comparative study of machine learning and deep learning approaches

Abstract

Cryptocurrency is a digital or virtual currency that uses a decentralized system through cryptography for secure financial transaction and record keeping. This process is widely known as mining, where the decentralized nature of the system works without central issuance. One of the objectives is to the end that the spread of the influence of institutions and organizations should be up to the users/investors with enhanced authority. In India, this has been under deployment and substantial deliberation in the relevance and importance it has come to assume in the lives of people. This is largely due to the fact that availability has increased, and it also would need high utilization of processor by things like mining. The recent past has increasingly seen popularity and importance to which cryptocurrencies hold relevance. In fact, this was manifest in the massive growth of rapid advances and that which had led many global businesses to acknowledge the importance of using this technology to gain access to myriad quantitative benefits electronically. The concept of rice forecasting has been very pivotal in different industries, like in cryptocurrency and stock prices. It greatly challenges the current financial market since indeed, traders have had the dilemma of selling their cryptocurrencies or buying them.