Data Science & Analytics
Bitcoin Price Forecasting (BTC/USD)
A Bitcoin (BTC/USD) price forecasting system that pulls historical market data and predicts future price trends using deep-learning time-series models.
- Python
- LSTM
- RNN
- Time-Series Forecasting
- Deep Learning
- Yahoo Finance API
- Pandas
- TensorFlow/Keras
Case study
The build, in detail
Overview
A forecasting system for Bitcoin (BTC/USD) prices.
How it works
It automatically pulls historical market data from Yahoo Finance, prepares and normalizes the time-series data and trains recurrent neural network models (LSTM/RNN) to learn patterns and forecast future price movement.
What the project covers
The project covers the full workflow — data collection, preprocessing, model training and visualizing predicted versus actual prices — demonstrating applied time-series forecasting with deep learning.
Inside the build
Screens from the system
Bitcoin Price Forecasting (BTC/USD) — system architecture