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FROM STATISTICAL PHYSICS TO DATA-DRIVEN MODELLING

SKU: 9780198864745

Original price was: ₹6,498.90.Current price is: ₹5,849.01.

Unlock the power of data-driven modeling with “FROM STATISTICAL PHYSICS TO DATA-DRIVEN MODELLING,” a comprehensive textbook designed for graduate students in physics, applied mathematics, and computational biology. Discover how to analyze vast datasets and enhance your understanding of complex biological, physical, and chemical systems. This essential guide bridges probability theory, statistics, optimization, inference, and machine learning with practical applications. Explore the deep connections to statistical physics and develop crucial intuition, with a focus on Python programming. Perfect for aspiring data scientists and researchers seeking to make sense of modern scientific challenges and advance their expertise in data analysis and predictive modeling.

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Description

  • ISBN-10: 0198864744
  • ISBN-13: 978-0198864745
  • Edition: 1st
  • Publisher: Oxford Univ Pr
  • Publication date: 9 December 2022
  • Language: English
  • Dimensions: 23.62 x 2.29 x 17.78 cm
  • Print length: 183 pages