Explore a comprehensive lecture on Bayesian networks presented by Piyush Srivastava at the International Centre for Theoretical Sciences. Delve into complex problems and advanced concepts related to Bayesian networks as part of a broader program on network science. Gain insights from leading researchers in the field, fostering collaboration between Dutch and Indian scientists. Examine topics such as structural properties of random graphs, dynamics on networks, interacting particle systems, algorithmic aspects, percolation, random matrices, and applications in finance, data analysis, and social networks. Participate in this 59-minute talk to enhance your understanding of probability theory, computer science, optimization techniques, and statistics in the context of network science.