Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Introduction to Python in Earth Science Data Analysis: From Descriptive Statistics to Machine Learning

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

Petrelli, Maurizio

Paperback

Series: Springer Textbooks in Earth Sciences, Geography and Environm

General ComputersGeneral ScienceProbability & Statistics

ISBN10: 3030780570
ISBN13: 9783030780579
Publisher: Springer Nature
Published: Sep 17 2022
Pages: 229
Weight: 0.78
Height: 0.52 Width: 6.14 Depth: 9.21
Language: English
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;

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