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TimeSeries-Learning

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.

Contents

  1. Basics: Introduction to time series, stationarity, and descriptive statistics.
  2. Models: Step-by-step tutorials on ARIMA, GARCH, and VAR.
  3. Advanced: Explore LSTMs, Transformers, and hybrid models for time series forecasting.
  4. Applications: Hands-on projects for stock and crypto market analysis.

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