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Geospatial Python - Full Course for Beginners with Geopandas

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Автор: Matt Forrest

Загружено: 2025-01-06

Просмотров: 33222

Описание: 🥇Get the course files here: https://moderngis.xyz/courses/geopand...

🎓 Learn modern GIS with my new courses! ➡️ https://moderngis.xyz ⬅️
🎉 My modern GIS community is open - Spatial Lab ➡️ https://www.spatialstack.ai/ ⬅️
📖 My Spatial SQL book is out now! ➡️ http://spatial-sql.com/ ⬅️

Looking to dive into geospatial data analysis using Python? This comprehensive Geopandas tutorial is perfect for you! Whether you’re just starting out or want to sharpen your skills, this video covers everything you need to know about one of Python’s most powerful geospatial libraries.

Introduction to Geopandas: What it is and why it’s a game-changer for geospatial data.

Core Concepts: Learn the basics of GeoDataFrames, spatial joins, and geometry operations.

Handling Geospatial Data: Work with popular file formats like Shapefiles, GeoJSON, and GeoParquet.

Performing Spatial Analysis: Discover tools for performing spatial queries, intersections, and overlays.

Real-World Project: Apply your knowledge to a hands-on project that you can add to your portfolio.

0:00 Intro
1:15 What is GeoPandas
4:51 Set Up
14:36 Geospatial Data in Python
32:04 Visualizing Geospatial Data in Python
45:32 Loading Geospatial Files
1:05:19 Spatial Functions in GeoPandas
1:34:08 Spatial Joins in Python
1:39:42 Final Spatial Analysis Project

Thanks for watching! You can support this channel in a few different ways:

🎓 Learn more and earn certificates in GIS, spatial data science, and data science (affiliate links):

Geographic Information Systems (GIS) Specialization from UC Davis: https://imp.i384100.net/n1Kyxo

Spatial Data Science and Applications from Yonsei University: https://imp.i384100.net/9W6E6W

Python for Everybody from University of Michigan: https://imp.i384100.net/BX3P31

Remote Sensing Image Acquisition, Analysis and Applications: https://imp.i384100.net/Xxe4Ay

📰 I run a weekly newsletter on modern GIS on Substack! Check it out and subscribe here: https://mattforrest.substack.com/

🖥️ Start your 7-day Setapp trial here to access 240+ Mac apps using one subscript https://setapp.sjv.io/c/3493413/34332...

Check out some other posts and resources here:

Learn Spatial SQL: https://forrest.nyc/learn-spatial-sql/
40+ Resources for Spatial SQL: https://forrest.nyc/40-spatial-sql-re...
75+ Geospatial Python and Spatial Data Science Resources and Guides: https://forrest.nyc/75-geospatial-pyt...

#gis #geospatial #spatialsql

➕ Follow me on LinkedIn:   / mbforr  
🎙️Check out the Modern GIS episode on the MapScaping Podcast: https://mapscaping.com/podcast/what-i...
🌐 My personal website: https://forrest.nyc
🚀 My top links and resources: https://forrest.nyc/links-and-guides-...

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