Geospatial Data Science: Statistics and Machine Learning I
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- The lowest price of Geospatial Data Science: Statistics and Machine Learning I was obtained on December 20, 2025 8:59 am.
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Geospatial Data Science: Statistics and Machine Learning I
$54.99
Description
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Geospatial Data Science: Statistics and Machine Learning I
★★★★★
$15.00 in stock
Udemy.com
as of December 20, 2025 8:59 am
Vector data analysis in Python with GeoPandas, statsmodels, Scikit-learn, and PySAL
Created by:
Michael Miller
GIS Programming
GIS Programming
Rating:4.1 (84reviews)
963students enrolled
What Will I Learn?
- Basic concepts of statistical modeling
- Pandas tools for data preparation
- Feature engineering methods
- Linear Regression
- Logistic Regression
- Other supervised classification methods
- Unsupervised classification methods
- Non-parametric regression
Requirements
- You should be familiar with Python, GeoPandas, and Jupyter Notebooks and have a working environment. This knowledge can be gained through my courses "Survey of Python for GIS applications" and "Geospatial Data Science with Python: GeoPandas"
- You should have some familiarity with basic statistics, especially Linear Regression.
Target audience
- Geospatial professionals who are interested in learning more about the machine learning tools for vector data in the Python geospatial stack.
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