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[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium

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name:[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium
说明:
Request a Course: docs.google.com/forms

Official Course URL: udemy.com/course/gis-geospatial-analysis-with-python-geopandas-and-folium/

Course Overview:
Embark on a comprehensive journey into geospatial analysis with GIS & Geospatial Analysis with Python, Geopandas, and Folium. This project-based course guides you through mapping population density, assessing flood risks, monitoring air quality, analyzing snow cover, and optimizing routes using Python libraries such as Pandas, Geopandas, Folium, Geocoder, and Ipyleaflet. Tailored for beginners, it offers a structured approach to mastering GIS techniques applicable to urban planning and beyond.

What You'll Learn:
- Interactive Mapping: Display dynamic and topographic maps using Geopandas, Folium, and Ipyleaflet.
- Proximity Analysis: Identify nearby cities and calculate distances between locations.
- Geocoding Techniques: Perform geocoding and reverse geocoding to extract geographic coordinates.
- Population Density Analysis: Calculate and visualize population density on interactive maps.
- Air Quality Monitoring: Analyze air quality indices across multiple locations.
- Flood Risk Mapping: Assess and map flood risks using interactive tools.
- Snow Cover Analysis: Examine snowfall, snow depth, and climate data; map snow cover with Folium.
- Route Optimization: Model and optimize routes using Open Street Map Network X and Dijkstra's algorithm.
- Geospatial Visualization Methods: Create choropleth maps, heatmaps, 3D maps, flow maps, point maps, and cartograms.

Course Benefits:
- Comprehensive Curriculum: Covers data collection, preprocessing, cleaning, exploratory data analysis, spatial analysis, and modeling.
- Hands-On Projects: Apply concepts through real-world projects focused on urban planning.
- Expert Instruction: Learn from Christ Raharja, an experienced professional in geospatial analysis.
- Flexible Learning: No prior GIS or geospatial analysis experience required; basic Python and geography knowledge recommended.

Total Hours of Course: 4 hours 15 minutes

Course Size: 413.4 MB

Subtitles: English, Persian

Who is this course for? This course is ideal for individuals interested in geographic information systems and those looking to enhance urban planning through geospatial analysis.
YouTube 视频:
类别:Tutorials
语言:English  English
总大小:413.48 MB
哈希信息:523FE4272416FF7930780AF6C67DAF0B3B5774B2
增加:SunRiseZone Iron Man
加入的日期:2024-12-04 04:11:34
洪流地位:Torrent Verified


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