How to Make Predictions for Time Series Forecasting with Python - Machine Learning Mastery

Selecting a time series forecasting model is just the beginning. Using the chosen model in practice can pose challenges, including data transformations and storing the model parameters on disk. In this tutorial, you will discover how to finalize a time series forecasting model and use it to make predictions in Python. How to Make Predictions for Time Series Forecasting with Python Photo by joe christiansen, some rights reserved. A lot is written about how to tune specific time series forecasting models, but little help is given to how to use a model to make predictions. We will take a look at each of these elements in this tutorial, with a focus on saving and loading the model to and from file and using a loaded model to make predictions.