market-predictions

Simple Finance Forecasting Ai. This Ai Model uses historical price data to forecast future prices. The model is trained on data downloaded from Yahoo Finance using the yfinance library, and predictions are made using a linear regression Ai model from sklearn. The model supports all the symbols supported by Yahoo Finance.

Interactive data science and machine learning dashboards on the stock market analysis and making predictions for companies' stock prices.

Market Analysis and Prediction

Machine learning process to predict financial instrument prices up to 3 days

This project proposes a system that analyzes finance- related news from multilingual sources to ex- tract meaningful indicators and use them for market trend prediction. Beyond prediction, the project focuses on analyzing the gap between predicted and actual market behavior to under- stand the factors responsible for inaccuracies.

Production-grade Superteam ecosystem projects — featuring ARket, explainable Solana DeFi market intelligence.