Professor of Electrical Engineering and Computer Science, California Institute of Technology

Yaser S. Abu-Mostafa

HONOR CODE CERTIFICATE Verify the authenticity of this certificate at

CaltechXCERTIFICATEHONOR CODE

Santanu Gangulysuccessfully completed and received a passing grade in

CS1156x: Learning From Data

a non-credit course offered by CaltechX, an online learning

initiative of California Institute of Technology through edX.

Issued December 8th, 2014 https://verify.edx.org/cert/7c4221a6fb9c4c05a50b963d84123205