PROJECT — 2024
Ethereum Price Predictor
Predicting Ethereum price using Prophet and yfinance
PythonYfinanceProphetPlotly
Overview
The Ethereum Price Predictor utilizes Python libraries like yfinance and Prophet to analyze historical price data and forecast future trends. It preprocesses data from Yahoo Finance, applies machine learning models for prediction, and visualizes results with Plotly. The tool is designed for traders and analysts seeking to make informed decisions based on data-driven insights.
Key Features
- —Price analysis
- —Interactive trend visualizations with Plotly
- —Predictive modeling with Prophet
Technical Challenges & Solutions
Challenges:
- —Ensuring model accuracy and with limited historical data
- —Visualizing complex financial data
Solutions:
- —Utilized Plotly for dynamic and interactive visualizations
- —Implemented data preprocessing techniques to enhance model input
Key Learnings
- —Gained experience with financial data analysis
- —Learned about machine learning models for price prediction