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Practical Guide to Time Series Analysis: Exponential Smoothing with Python

  • This article is a practical guide to time series analysis using exponential smoothing with Python.
  • Exponential smoothing is a powerful technique for understanding and predicting behavior over time.
  • The article focuses on applying three types of exponential smoothing — simple, double, and triple — using Python and the statsmodels library.
  • Time series analysis helps in identifying patterns in data such as trends and seasonality.

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