From Statistical Physics to Data-Driven Modelling

Discover the essential role of data analysis in understanding complex biological, physical, and chemical systems with From Statistical Physics to Data-Driven Modelling by Simona Cocco. Published by Oxford University Press in 2022, this insightful textbook spans 192 pages and is designed specifically for graduate students.

Simona Cocco expertly navigates the intersection of probability theory, statistics, optimization, statistical physics, inference, and machine learning, highlighting the practical applications of data analysis. This book serves as a vital resource for those looking to deepen their understanding of data-driven modeling and its significance in various scientific fields.

Whether you are a student or a professional seeking to enhance your knowledge in this rapidly evolving area, From Statistical Physics to Data-Driven Modelling is a must-have addition to your library.