Einat
Orr

The Value of Data Versioning to Data Science

Treeverse

Einat
Orr

The Value of Data Versioning to Data Science

Treeverse

Bio

Einat Orr is the CEO and co-founder of Treeverse, the company behind lakeFS (an open-source platform that delivers resilience and manageability to object-storage based data lakes). She received her Ph.D. in Mathematics from Tel Aviv University, focusing on the field of optimization in graph theory. Einat previously led several engineering organizations, most recently as CTO at SimilarWeb.

Bio

Einat Orr is the CEO and co-founder of Treeverse, the company behind lakeFS (an open-source platform that delivers resilience and manageability to object-storage based data lakes). She received her Ph.D. in Mathematics from Tel Aviv University, focusing on the field of optimization in graph theory. Einat previously led several engineering organizations, most recently as CTO at SimilarWeb.

Abstract

Data science experimentation becomes systematic when one can easily reproduce results and compare models over a baseline of data sets. This talk will showcase tools and best practices for data scientists that enable systematic work using data versioning and Git-like operations.

Abstract

Data science experimentation becomes systematic when one can easily reproduce results and compare models over a baseline of data sets. This talk will showcase tools and best practices for data scientists that enable systematic work using data versioning and Git-like operations.