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Geospatial Analysis With Python (Vector Data)
Rating: 4.3 out of 5(58 ratings)
3,416 students

Geospatial Analysis With Python (Vector Data)

GIS With Python
Created byGaurav Parajuli
Last updated 9/2022
English

What you'll learn

  • Basic of Geopandas
  • Using Geopandas library to do geospatial analysis
  • Use of matplotlib library to visualize the map.
  • Working with geometry and attribute of vector data

Course content

2 sections • 15 lectures • 1h 9m total length

  • Introduction To The Course9:12

    You will learn about the introduction to the course, and what you will be learning throughout the course.

  • Hands On Google Collab5:17

    You will be guided towards the basis interface of google collab.

  • Notebook of this course0:11

Requirements

  • A little knowledge of python, some basic concept of vector data. You will learn the remaining in the course.

Description

This "Geospatial Analysis With Python" is a beginner’s course for those who want to learn the use of python for gis and geospatial analysis. This course will cover the basics of geopandas for beginners for geospatial analysis, matplotlib, and shapely along with Fiona. We will only do vector data analysis using python in this course. You all might have known about GIS analysis with different software but this is a new approach to using python for gis analysis using geopandas library.

GeoPandas is an open-source project to make working with geospatial data in python easier. It can extend the way we have been using pandas with specialty in geodata.


You will learn the following topics in this course:

  • Introduction to geospatial data and geopandas

  • Hands on google collab

  • Geopandas Installation

  • Reading Vector Data Using Geopandas

  • Reading Meta Data Using Geopandas

  • Map Visualization using geopandas and matplotlib

  • Writing Data

  • Working with attribute data in python geopandas 

  • Working with geometry in python geopandas

  • Web Map In Python Using Fiona

Lets get deep into the topics:

Geopandas: GeoPandas is an open source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Geometric operations are performed by shapely. Geopandas further depends on fiona for file access and matplotlib for plotting.

Matplotlib: Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK.


Who this course is for:

  • Beginners GIS Enthusiast who want to build out their career in geospatial analysis using python.

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