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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

Mauricio Cordeiro
Jan 22, 20245 min read
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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

Mauricio Cordeiro
Jan 21, 20246 min read
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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

Mauricio Cordeiro
Jan 15, 20244 min read
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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

Mauricio Cordeiro
Jan 14, 20244 min read
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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

Mauricio Cordeiro
Jan 8, 20245 min read
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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

Mauricio Cordeiro
Jan 7, 20243 min read
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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

Mauricio Cordeiro
Dec 20, 20238 min read
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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

Mauricio Cordeiro
Dec 20, 20235 min read
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Why Data Scientists Should Use Jupyter Notebooks with Moderation
Learn why you should take care when using Jupyter Notebooks for your data science projects.

Mauricio Cordeiro
Dec 20, 20236 min read
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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

Mauricio Cordeiro
Mar 12, 20236 min read
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