Recorded 13 September 2022. Mahdi Soltanolkotabi of the University of Southern California (USC) ECE presents "Machine Learning and Computational Imaging" at IPAM's Computational Microscopy Tutorials. Abstract: In this tutorial I will discuss the challenges and opportunities of using AI for computational imaging and scientific applications more broadly. In particular I will discuss an emerging literature on deep learning for inverse problems that have been very successful for a variety of image and signal recovery and restoration tasks ranging from denoising and MR reconstruction to phase retrieval and nano-scale imaging. I will review existing literature and discuss various challenges and opportunities in this emerging discipline. Learn more online at: http://www.ipam.ucla.edu/programs/workshops/computational-microscopy-tutorials/?tab=schedule