Introduction to python in earth science data analysis : From descriptive statistics to machine learning

By:

Petrelli, Maurizio

Material type: Text

TextLanguage: ENG Publication details: Switzerland: Springer, c2021.Edition: 1st. edDescription: xv, 239p. : ill. ; 22cmISBN:

9783030780579

Subject(s):

DDC classification:

550.285 PET 23rd

Summary: This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences. It drives the reader from his very first steps with Python, like setting up the environment and starting writing the first lines of codes, to proficient use in visualizing, analyzing, and modelling data in the field of Earth Science. Each chapter contains explicative examples of code, and each script is commented in detail. The book is minded for very beginners in Python programming, and it can be used in teaching courses at master or PhD levels. Also, Early careers and experienced researchers who would like to start learning Python programming for the solution of geological problems will benefit the reading of the book. Includes Index.

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 2.0 (1 votes)

Holdings
Item type	Current library	Call number	Status	Date due	Barcode
Books	Vigyanpuri Campus	550.285 PET (Browse shelf(Opens below))	Available		006206

Browsing Vigyanpuri Campus shelves Close shelf browser (Hides shelf browser)

Previous								Next
Previous	550 RUT Rutley's elements of mineralogy/	550 TAR Earth: An introduction by physical geology /	550 TAR Earth: An introduction by physical geology /	550.285 PET Introduction to python in earth science data analysis : From descriptive statistics to machine learning	551.00 FOW The Solid Earth: An Introduction to Global Geophysics (2nd Edition)/	551.00 FOW The Solid Earth: An Introduction to Global Geophysics (2nd Edition)/	551.00 FOW The Solid Earth: An Introduction to Global Geophysics (2nd Edition)/	Next

This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences. It drives the reader from his very first steps with Python, like setting up the environment and starting writing the first lines of codes, to proficient use in visualizing, analyzing, and modelling data in the field of Earth Science. Each chapter contains explicative examples of code, and each script is commented in detail. The book is minded for very beginners in Python programming, and it can be used in teaching courses at master or PhD levels. Also, Early careers and experienced researchers who would like to start learning Python programming for the solution of geological problems will benefit the reading of the book.

Includes Index.

There are no comments on this title.

to post a comment.