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

By Maurizio Petrelli

Part 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;

• Format: Hardcover
• Language: English
• ISBN: 3030780546
• ISBN13: 9783030780548
• Release Date: September 2021
• Publisher: Springer
• Length: 229 Pages
• Weight: 1.16 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"