Digital Transformation, what is it? Machine Learning (ML) and Artificial Intelligence (AI), how do they work and impact us, the petrophysicists? Those topics are what everyone keeps talking about nowadays, in our industry and around the globe. But do we really know what they mean? And how they will be used and impact the future of upstream business in general and petrophysics in particular? This online workshop is developed to answer some, surely nor all, of these questions. It will open with a session introducing the fundamentals of data analytics and ML/AI where experts in the field will share their knowledge and experiences. The following sessions will explore the applications of data driven petrophysics in the subject matters of formation evaluation, geosteering, dynamic reservoir surveillance, laboratory core and fluid analyses, and unconventional resources evaluations. Since we are merely at the very beginning of this digital transformation, a session dedicated to emerging technologies in data driven petrophysics will conclude this topical workshop.