Survey of python for GIS applications

"Introduction
Introduction
What is python?
Why use python?
What can you do with Python?
What can you do with python? - Part 2 GIS
About Python
Installing Python
Getting started
Installing Python on MacOS
Installing Pycharm on MacOS
Getting started with Python
Boolean and numeric variables
Converting between variable types
Strings
String methods
String formatting
Operators and expressions in Python
Operators Part 1
Operators Part 2
Expressions
Complex data structures
Lists
Working with lists
Tuples
Sets
Working with sets
Dictionaries
Working with dictionaries
Review of complex data structures
Program control
The if statement in Python
While loops in Python
For loops in Python
Generators
User Input
The input() function
Command line arguments
Working with user input
Functions
Introduction to functions
Function example
Function arguments
Map and filter functions
Lambda functions
Nested functions, decorator functions, and scope
Error Handling in Python
Error Handling in Python
Error handling - Part 2
Modules
What is a module?
Objects in python
What is an object?
Defining a custom object class
Object example
String representation of an object
Object inheritance
Private properties and methods
Principles of object oriented programing
Python packages, virtul environemnts, and documentation
What is a package?
Working with third party packages
Virtual Environments
Virtual Environments - Part 2
Documentation in python
Formal testing in python
The unittest module
Writing a test suite for the Point class
Working with the operating system and files
The OS module
The OS.path submodule
Reading and writing plain text files
Reading and writing plain text files - Part 2
Creating a word count application
Reading and writing CSV files
Reading and writing CSV files - Part 2
Word Count Application - Part 2
Working with JSON data
Working with JSON data - Part 2
Word Count Application - Part 3
Working with shape files
Working with shapefiles - Part 2
Application: Shapefile to GeoJSON converter
Working with database data
Working with database data
SQLite example
PostgreSQL and PostGIS
The python data science stack
Introduction
Jupyter Notebooks
Numpy
Matplotlib
Pandas
Geospatial analysis in python
GDAL/OGR
Fiona and Shapely
Geopandas - Part 1
Geopandas - Part 2
Numpy
GeoPy"