Speaker

Holden Karau, Software Engineer at IBM

Holden Karau

Software Engineer, IBM

Holden Karau is transgender Canadian, Apache Spark committer, and co-author of Learning Spark & High Performance Spark. When not in San Francisco working as a software development engineer at IBM’s Spark Technology Center, Holden talks internationally on Spark and holds office hours at coffee shops at home and abroad. She makes frequent contributions to Spark, specializing in PySpark and Machine Learning. Prior to IBM, she worked on a variety of distributed and classification problems at Alpine, Databricks, Google, Foursquare, and Amazon. She graduated from the University of Waterloo with a Bachelor of Mathematics in Computer Science.

Sessions

Testing Apache Spark—Avoiding the Fail Boat Beyond RDDs

As Spark continues to evolve, we need to revisit our testing techniques to support Datasets, streaming, and more. This talk expands on “Beyond Parallelize and Collect” (not required to have been seen) to discuss how… Read more

Extending Apache Spark ML: Adding Your Own Algorithms and Tools

Apache Spark’s machine learning (ML) pipelines provide a lot of power, but sometimes the tools you need for your specific problem aren’t available yet. This talk introduces Spark’s ML pipelines, and then looks at how… Read more