Articles by Walter Rafelsberger


How to bring Jupyter Notebook visualizations to Kibana dashboards with Vega

Learn how to make advanced data science visualizations by using Vega to combine the strengths of Jupyter Notebooks and Kibana dashboards.


User annotations for Elastic machine learning

Learn how to apply user annotations, a new feature in Elastic machine learning, to augment your ML results with the information you have about your data.


How to Optimize Elasticsearch Machine Learning Job Configurations using Job Validation

Introduced in Elastic Stack 6.3, job validation for machine learning catches misconfigurations and helps you tweak bucket spans, partition fields and more.