Introduction to Python in Earth Science Data Analysis

Introduction to Python in Earth Science Data Analysis

From Descriptive Statistics to Machine Learning

Petrelli, Maurizio

Springer Nature Switzerland AG

09/2022

229

Mole

Inglês

9783030780579

15 a 20 dias

385

Descrição não disponível.

Part I Python for Geologists, a kick-off.- Setting Up Your Python Environment, Easily.- Python Essentials for a Geologist.- Start Solving Geological Problems Using Python.- Part II Describing Geological Data.- Graphical Visualization of a Geological Dataset.- Descriptive Statistics.- Part III Integrals and Differential Equations in Geology.- Numerical Integration.- Ordinary Differential Equations (ODE).- Partial Differential Equations (PDE).- Part IV Probability Density Functions and Error Analysis.- Probability Density Functions and their Use in Geology.- Error Analysis.- Part V Robust Statistics and Machine Learning.- Introduction to Robust Statistics.- 12. Machine Learning.

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Modelling Geological Data;Earth Science Python Programming;Python Learning for Geologists;Machine Learning in Geology;Ordinary Differential Equations;Partial Differential Equations