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Ethereum Price Predictor

A Python script to forecast Ethereum prices

Python
yfinance
Prophet
Plotly
Project 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