Probabilistic Methods in Data Science - Lecture by Aurélien Garivier

Explore a comprehensive lecture on data science and probabilistic methods delivered by Aurélien Garivier at the International Centre for Theoretical Sciences. Delve into cutting-edge topics discussed during the "Data Science: Probabilistic and Optimization Methods" discussion meeting, organized by leading experts in the field. Gain insights into the latest advancements in data processing techniques, optimization algorithms, and statistical methods that are driving the current data science revolution. Learn how these tools are being applied across various scientific disciplines, combining model-based and data-driven approaches. Discover the mathematical foundations underpinning modern data science, including optimization, linear algebra, probability, and statistics. Benefit from exposure to leading themes in the field and explore new directions in probabilistic and optimization techniques. This 1 hour and 50 minute lecture is part of a broader program featuring distinguished speakers and supported by industry leaders, offering a unique opportunity to engage with cutting-edge research in data science.