Stars
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Efficient Python Tricks and Tools for Data Scientists
A collection of notebooks formerly used to teach an Introduction to Geospatial Programming in Python course
These are random, single-purpose notebooks generally created to explore a particular topic in geospatial computing.
Exploration of CHIRPS data using R and the stars package for handling NetCDF files
Python 3.X scripts for remote sensing processing
A Python interface between Earth Engine and xarray for processing time series data
Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.
iamtekson / geopandas
Forked from geopandas/geopandasPython tools for geographic data
This repo contain the most common tools used in geospatial analysis using python!
An introduction to netcdf files in R, python, and matlab
Course materials for: Geospatial Data Science
Fiona reads and writes geographic data files
Rasterio reads and writes geospatial raster datasets
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
Long list of geospatial tools and resources
Collect different kinds of satellite images from https://worldview.earthdata.nasa.gov
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
alhridoy / mlcourse.ai
Forked from Yorko/mlcourse.aiOpen Machine Learning Course
Material for the course on machine-learning based environmental monitoring at geostat 2018
Regular expression concepts with code examples
Tutorial on how to perform feature encoding, feature scaling, and missing values imputation using the scikit-learn library
Data & Code associated with my tutorial on the sci-kit learn machine learning library in python
Set of real world data science tasks completed using the Python Pandas library
Data & Code for my video on the Pandas library of Python
Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python
Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library