TSA_Webinar
This directory contains 7 workflows.
1_Load_Clean_and_Explore
Loading and Exploring Time Series Data This workflow demonstrates visual analytics techniques for time series (energy consumption) data. BLOG: […]
2_ARIMA_Models
ARIMA Models This workflow demonstrates how to predict time series (energy consumption) with an autoregressive integrated moving average (ARIMA) model. […]
3_Machine_Learning
Machine Learning This workflow demonstrates how to predict time series (energy consumption) by a Random Forest model using lagged values as predictors. […]
4_Deployment_and_Signal_Reconstruction
Model Deployment This workflow shows an example of dynamic out-of sample forecasting of time series. VIDEO: Looping on Updated Data: Recursive […]