geostatsguy

Python interactive dashboards for learning data science

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

well-documented demonstration Python Jupyter workflows for many common machine learning workflows

My graduate level machine learning course, including student machine learning projects.

Introduction to spatial data analytics and machine learning with GeostatsPy Python package

A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz

Synthetic datasets for geoscience (geo)statistical modeling

My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz