Machine learning with Business Automation Insights
Examples in the form of Jupyter Notebooks show how to take the most benefit of business data that IBM® Business Automation Insights stores in Hadoop file system (HDFS).
IBM Operational Decision Manager Notebooks
For samples of how to use Operational Decision Manager data from an HDFS data lake, search the https://github.com/ODMDev site at https://github.com/ODMDev on decisions-bai-notebooks.
IBM Business Automation Workflow Notebooks
To open an example, click its title in the following list.
- Data charts
- This example uses Apache Spark to query data and create charts from Business Automation Insights data that is stored in an HDFS data lake.
- Recommendation service
- This example uses Business Automation Insights data to create a recommendation service for an IBM Business Automation Workflow application.
- Estimation of process duration
- This example uses Business Automation Insights to estimate the duration of processes, based on their start time and business data.