Tumult Analytics tutorials

These tutorials introduce the key concepts of the Tumult Analytics API, and help you design and implement your first differentially private data publication.

1. Interface basics and first queries introduces the fundamentals of Tumult Analytics, and explains how to compute simple differentially private aggregations.

   • First steps with Tumult Analytics
   • Working with privacy budgets
   • Numerical aggregations
   • Group-by queries
   
   

2. Advanced queries and privacy notions demonstrates how to write queries that include data transformations, and how to use Tumult Analytics in contexts where a single person can contribute to multiple rows in the input data.

   • Simple transformations
   • Working with privacy IDs
   • Doing more with privacy IDs