Cryptocurrency Price Prediction using Machine Learning

Abstract: Cryptocurrency markets exhibit high volatility, making accurate price prediction a challenging task. This project aims to develop a cryptocurrency price prediction model using linear regression. The model is trained on historical price data, considering key features such as closing prices, trading volume, and market trends. The implementation is built with Streamlit, allowing for an interactive and user-friendly interface where users can input parameters and visualize predictions dynamically.

Authors

Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-04-14
DOI
https://doi.org/10.22214/ijraset.2025.68470
Primary Topic
Stock Market Forecasting Methods
Type
article
Field-Weighted Citation Impact
0.00
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article

Cryptocurrency Price Prediction using Machine Learning

Rajwardhan Kumar
International Journal for Research in Applied Science and Engineering Technology
Stock Market Forecasting Methods
article

Cryptocurrency Price Prediction using Machine Learning

Rajwardhan Kumar
article en

Abstract

Abstract: Cryptocurrency markets exhibit high volatility, making accurate price prediction a challenging task. This project aims to develop a cryptocurrency price prediction model using linear regression. The model is trained on historical price data, considering key features such as closing prices, trading volume, and market trends. The implementation is built with Streamlit, allowing for an interactive and user-friendly interface where users can input parameters and visualize predictions dynamically.

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(4)
Openalex Percentile: Top 92%
Stock Market Forecasting Methods
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Cryptocurrency Price Prediction using Machine Learning — Rajwardhan Kumar · International Journal for Research in Applied Science and Engineering Technology (2025) | TGRS Research Map | TGRS