Geotechnical Data Visualization with Python

Do you know some Python and want to make more out of your data? This 8-hour online course provides hands-on training in visualizing geotechnical and geological data using Python. Learn best practices with Matplotlib and explore essential plot types—from histograms to correlation heatmaps that you can use for your reports, presentations and publications! You'll work with real data including Cone Penetration Tests, TBM operational logs, lab and geophysical datasets. The course also covers more advanced plotting topics like animations, interactive plots, 3D plots and effective layout design to support interpretation and communication.
The course is ideal for people in consulting, construction, and research seeking to enhance their data analysis and presentation skills using open-source tools.

Content:

Best practices of data visualization with Matplotlib; important plot types from histograms, to correlation heatmaps; plotting different types of data: Cone Penetration Test data, Tunnel Boring Machine operational data, geotechnical laboratory data, geophysical data and more; animations; plot layouting; 3D plotting; interactive plotting; configuration of parameters