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Time Series Forecasting

This repository and the associated notebook provide a brief introduction and exploration of time series topics including components of time series data, stationarity, autocorrelation, ARIMA, SARIMA, Holt-Winters Exponential Smoothing, and Prophet models.

The Datasets

Monthly Sunspots

Google (GOOG) Stock Prices

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Exploration of time series forecasting concepts and techniques

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