Recorded 29 November 2021. Gabriela González of Louisiana State University presents "Non-astrophysical transients in LIGO detectors: help with machine learning techniques" at IPAM's Workshop IV: Big Data in Multi-Messenger Astrophysics. Abstract: We present examples of the use of machine learning techniques to help diagnose the origin of non-astrophysical transients in LIGO detectors. Learn more online at: http://www.ipam.ucla.edu/programs/workshops/workshop-iv-big-data-in-multi-messenger-astrophysics/?tab=schedule