Berkeley

Assistant Professor of Computer ScienceUniversity of California, Los Angeles

Visiting Assistant ProfessorDepartment of Electrical Engineering

and Computer Science University of California, Berkeley

Technical AdvisorDatabricks

Ameet Talwalkar

VERIFIED CERTIFICATE Verify the authenticity of this certificate at

CERTIFICATEACHIEVEMENT

ofVERIFIED

ID

This is to certify that

Thong B. Transuccessfully completed and received a passing grade in

CS190.1x: Scalable Machine Learning

a course of study offered by BerkeleyX, an online learning

initiative of The University of California, Berkeley through edX.

Issued August 06, 2015 https://verify.edx.org/cert/f6c737bf824d476d94b092f47d7ecbe8