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Proceedings of Symposia in Applied Mathematics
Vroman's @ Caltech Library
Veridical Data Science: The Practice of Responsible Data Analysis and Decision Making
Library Staff Recommends
Gold Bug
We now have access to the Proceedings of Symposia in Applied Mathematics from the American Mathematical Society beginning with 2024 (Volume 76) through present. The symposia in applied mathematics have been held under the auspices of the American Mathematical Society and other organizations since 1967. In this series, Volume 21 and most subsequent volumes consist of the proceedings of short courses sponsored by the AMS. Visit this link to access them directly. Please use this proxied link for off-campus access.
This innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science. Most textbooks present data science as a linear analytic process involving a set of statistical and computational techniques without accounting for the challenges intrinsic to real-world applications. Veridical Data Science, by contrast, embraces the reality that most projects begin with an ambiguous domain question and messy data; it acknowledges that datasets are mere approximations of reality while analyses are mental constructs.
Please feel free to contact me with any questions!
Donna T. Wrublewski, Ph.D., MRSC (she/her)
Librarian for Chemistry & Chemical Engineering