Introduction to Python in Earth Science Data Analysis: From Descriptive Statistics to Machine Learning - Maurizio Petrelli

Descriere Introduction to Python in Earth Science Data Analysis: From Descriptive Statistics to Machine Learning - Maurizio Petrelli

\nPart I Python for Geologists, a kick-off; 1. Setting Up Your Python Environment, Easily; 2. Python Essentials for a Geologist; 3. Start Solving Geological Problems Using Python; Part II Describing Geological Data; 4. Graphical Visualization of a Geological Dataset; 5. Descriptive Statistics; Part III Integrals and Differential Equations in Geology; 6. Numerical Integration; 7. Ordinary Differential Equations (ODE); 8. Partial Differential Equations (PDE); Part IV Probability Density Functions and Error Analysis; 9. Probability Density Functions and their Use in Geology; 10. Error Analysis; Part V Robust Statistics and Machine Learning; 11. Introduction to Robust Statistics; 12. Machine Learning;

Detalii

Brand

Springer

Categorie

ENSTK

EAN / GTIN

9783030780579

Magazine

1

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in stock