The book "Fundamentals of Statistics with Fuzzy Data" offers a comprehensive introduction to the basics of statistics, taking into account fuzzy data. It addresses the theoretical aspects of statistics related to modeling fuzzy data as observations from random fuzzy sets. The authors utilize concepts from fuzzy logic and random closed sets to develop statistical methods based on imprecise or coarse data. This monograph is aimed at statisticians and researchers who wish to explore the potential of fuzzy statistics to expand the applicability of statistical methods. The practical applications discussed in the book provide valuable insights into the implementation of these concepts in real-world scenarios.