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From ARIMA to Deep Learning: Forecasting Short-Term Market Movements

2025-02-24 · Predicting Financial Time-Series

workshop

by Ivan Brigida

Plotly arima deep learning prophet sqlite streamlit cloud yahoo finance api

Second workshop in our series on financial data automation and analysis. Outline covers Data Acquisition & Preprocessing (Yahoo Finance API, SQLite storage, generating additional variables); Exploratory Analysis & Time-Series Features; Forecasting Techniques (Prophet, ARIMA, Deep Learning); Visualization & Deployment (Plotly, Streamlit Cloud, GitHub Actions).