Survey of Python for GIS Applications

person icon Michael Miller

4.4 ★★★★ ★

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Survey of Python for GIS Applications

Name: Survey of Python for GIS Applications
Rating: 4.4 (201 reviews)
Author: Michael Miller

Introduction to the python language and ecosystem for GIS professionals

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Michael Miller

English [CC]

category icon IT & Software,IT Other

Lectures -85

Duration -13.5 hours

4.4 ★★★★ ★

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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

What will you learn in this course:

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

What are the prerequisites for this course?

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

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
6 Lectures

Introduction 07:32 07:32
What is python? 18:59 18:59
Why use python? 06:04 06:04
What can you do with Python? 08:01 08:01
What can you do with python? - Part 2 GIS 14:45 14:45
About Python 15:23 15:23

Installing Python
3 Lectures

Getting started with Python
5 Lectures

Operators and expressions in Python
3 Lectures

Complex data structures
8 Lectures

Program control
4 Lectures

User Input
3 Lectures

Functions
6 Lectures

Error Handling in Python
2 Lectures

Modules
1 Lectures

Objects in python
7 Lectures

Python packages, virtual environments, and documentation
5 Lectures

Formal testing in python
2 Lectures

Working with the operating system and files
14 Lectures

Working with database data
3 Lectures

The python data science stack
5 Lectures

Geospatial analysis in python
7 Lectures

Instructor Details

Michael Miller

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