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Geospatial Python for Glaciology

Installing Python

1. Introducing the command line
2. Installing Python
3. Interfacing with Python

Using Python

4. Basic Python
5. Python for Data Science
6. Geospatial Data Analysis

Getting Cryosphere Data

7. Satellite Data
8. Ice Velocity Data
9. Elevation Data
10. Altimetry Data
11. Discharge Data

Advanced Topics

12. Version control (Git)
13. Using HPCs
14. Cloud-Native Data
15. Creating Packages
16. Improving Performance
17. Deep Learning

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Deep Learning

17. Deep Learning#

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Broad introductions to (Geo)PyTorch and tensorflow.

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16. Improving Performance

By Tom Chudley

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