| Titre : |
Introduction to Python in Earth Science Data Analysis : from Descriptive Statistics to Machine Learning |
| Type de document : |
texte imprimé |
| Auteurs : |
Maurizio Petrelli, Auteur |
| Editeur : |
Cham : Springer Nature Switzerland |
| Année de publication : |
2021 |
| Collection : |
Springer Textbooks in Earth Sciences, Geography and Environment, ISSN 2510-1307 |
| Importance : |
1 vol. (xv-229 p.) |
| Présentation : |
ill. en coul., fig., diagr. |
| Format : |
24 cm |
| ISBN/ISSN/EAN : |
978-3-030-78054-8 |
| Note générale : |
ISBN :978-3-030-78054-8. - 3-030-78054-6.-PPN 25857433X |
| Langues : |
Anglais (eng) |
| Tags : |
Géologie -- Informatique Python (langage de programmation) Geology -- Data processing Python (Computer program language) |
| Index. décimale : |
550.285 Sciences de la terre - Informatique appliquée |
| Résumé : |
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 (4 ème de couverture) |
Introduction to Python in Earth Science Data Analysis : from Descriptive Statistics to Machine Learning [texte imprimé] / Maurizio Petrelli, Auteur . - Cham : Springer Nature Switzerland, 2021 . - 1 vol. (xv-229 p.) : ill. en coul., fig., diagr. ; 24 cm. - ( Springer Textbooks in Earth Sciences, Geography and Environment, ISSN 2510-1307) . ISBN : 978-3-030-78054-8 ISBN :978-3-030-78054-8. - 3-030-78054-6.-PPN 25857433X Langues : Anglais ( eng)
| Tags : |
Géologie -- Informatique Python (langage de programmation) Geology -- Data processing Python (Computer program language) |
| Index. décimale : |
550.285 Sciences de la terre - Informatique appliquée |
| Résumé : |
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 (4 ème de couverture) |
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