Ameet Talwalkar is an Assistant Professor of Computer Science at UCLA and was previously a Visiting Assistant Professor at UC Berkeley in the Department of Electrical Engineering and Computer Science. He is also a Technical Advisor at Databricks. This certificate verifies that Chao Yang successfully completed and received a passing grade in the course CS190.1x: Scalable Machine Learning offered by BerkeleyX, UC Berkeley's online learning initiative through edX.