This in-person workshop will discuss the challenges, opportunities, and trends related to the adoption of Machine Learning in geoscience research and industrial applications. Professionals from academia, Oil & Gas, and technology companies will present applications and case studies, promote discussion, and propose practical solutions to take greater advantage of Machine Learning methods.