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Mauricio Cordeiro
Jan 22, 20245 min read
Artificial Intelligence for Geospatial Analysis with Pytorch’s TorchGeo (Part 3)
An end-to-end deep learning geospatial segmentation project using Pytorch and TorchGeo packages
1,2082

Mauricio Cordeiro
Jan 21, 20246 min read
Don't Install Python (Locally) for Data Science. Use Docker Instead!
A beginner's step-by-step guide to start using Docker Containers for Data Science development and avoid complex Python environment managers
3,7820

Mauricio Cordeiro
Jan 15, 20244 min read
Artificial Intelligence for Geospatial Analysis with Pytorch’s TorchGeo (part 2)
An end-to-end deep learning geospatial segmentation project using Pytorch and TorchGeo packages
1,1990

Mauricio Cordeiro
Jan 14, 20244 min read
Configuring a Minimal Docker Image for Spatial Analysis with Python
Learn how to install the basic geospatial dependencies, such as GDAL and XArray, and deploy them as a container
1,2230

Mauricio Cordeiro
Jan 8, 20245 min read
Artificial Intelligence for Geospatial Analysis with Pytorch’s TorchGeo (Part 1)
An end-to-end deep learning geospatial segmentation project using Pytorch and TorchGeo packages
2,2000

Mauricio Cordeiro
Jan 7, 20243 min read
Why You Should Use Devcontainers for Your Geospatial Development
Discover the advantages of using DevContainers and Codespaces for seamless geospatial development across platforms and devices
4370

Mauricio Cordeiro
Dec 20, 20238 min read
Water Detection in High-Resolution Satellite Images using the WaterDetect Python package
easy-to-use unsupervised water detection algorithm for Sentinel 2 and Landsat 8 images that uses a multi-dimensional clustering coupled with
4570

Mauricio Cordeiro
Dec 20, 20235 min read
7 Reasons Why Scientific Software are Not Well Designed
some of the main reasons why software developed in the Academia and research centers are so poorly designed and possible solutions
1980

Mauricio Cordeiro
Dec 20, 20236 min read
Why Data Scientists Should Use Jupyter Notebooks with Moderation
Learn why you should take care when using Jupyter Notebooks for your data science projects.
1010

Mauricio Cordeiro
Mar 12, 20236 min read
Organizing Geospatial data with Spatio Temporal Assets Catalogs — STAC using python
Learn how to create a STAC catalog for geospatial data stored locally, in Python with pystac
8621
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