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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 github actions prophet sqlite streamlit cloud

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).