This repository is a comprehensive resource for learning and mastering time series analysis. It covers foundational concepts, statistical models, machine learning approaches, and real-world applications in finance and trading.
- Basics: Introduction to time series, stationarity, and descriptive statistics.
- Models: Step-by-step tutorials on ARIMA, GARCH, and VAR.
- Advanced: Explore LSTMs, Transformers, and hybrid models for time series forecasting.
- Applications: Hands-on projects for stock and crypto market analysis.