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Survey of Python for GIS Applications

Introduction to the python language and ecosystem for GIS professionals

Course Description

This course covers the basics of the python language, the python language, and the core python packages for data analysis, especially of geospatial data. The goal of the course is to provide a broad introduction to the capabilities of python and how all the various packages work together. This will provide a starting point for deeper exploration on your own or in future courses.

  • Introduction to python

  • Object oriented python

  • Packages and modules

  • Unit tests

  • Jupyter notebooks

  • Numpy

  • Matplotlib

  • Pandas

  • Fiona and shapely

  • Geopandas

  • Rasterio

  • Geocoding


Goals

  • An introduction to the language and its core principles.
  • An introduction to object oriented programming in python.
  • Finding and using third party python modules.
  • Working with the operating system
  • Working with files
  • Working with databases
  • Reading spatial data with GDAL/OGR
  • Visualizing data with Matplotlib and other tools
  • Data Analysis with pandas and geopandas
  • Jupyter Notebooks

Prerequisites

  • This course is not a beginner programming course. I assume you have some programming knowledge, i.e. what . variable is, what an expression is, what a loop is, what a function is, etc. But i do go over the basics of how all those things are implemented in
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Curriculum

  • Introduction
    07:32
    Preview
  • What is python?
    18:59
    Preview
  • Why use python?
    06:04
    Preview
  • What can you do with Python?
    08:01
    Preview
  • What can you do with python? - Part 2 GIS
    14:45
  • About Python
    15:23
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Survey of Python for GIS Applications
This Course Includes
  • 13.5 hours
  • 85 Lectures
  • Completion Certificate Sample Certificate
  • Lifetime Access Yes
  • Language English
  • 30-Days Money Back Guarantee

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