Asset Prediction Sagemaker Pipelines Example

Amazon SageMaker DeepAR Spanish Workshop

Intermittent time series analysis

This project demonstrates the use of advanced time series forecasting techniques to predict store sales for Favorita stores. It showcases the implementation of both Amazon SageMaker's DeepAR algorithm and a custom deep learning time series model, along with the setup of a CI/CD pipeline in AWS for model deployment and monitoring.

This repo automates training of a Deep-AR algorithm using a Sagemaker pipeline.