/time-series-forecasting

Exploration of time series forecasting concepts and techniques

Primary LanguageJupyter Notebook

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