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Introduction to Python

Getting Started

Installing Python and Jupyter

Python Basics

Getting Familiar with Python
Sequential Data Types
Strings
Dictionaries
If Statements
Loops
Exceptions

Code Organization

Functions
Modules
Packages and Libraries

Files

Using the file system
File Inputs and Outputs (I/O)

Object-Oriented Programming

Classes
Pillars of Object-Oriented Programming

Working with the Internet

HTTP Requests
Obtaining Data with APIs
Github and git

Data Visualization

Plotting Basics in Matplotlib
Plotting in 2D
Maps with Cartopy
Making Movies

Data Analysis

Introduction to NumPy
Time Series with Numpy
Pandas Dataframes
Interpolation

Graphic User Interfaces

Introduction to Tkinter
Widgets
Binding Actions to Widgets
Additional Windows

Web Development

Introduction to Flask
Rendering HTML
Requests
Implementing Data

Repository
Open issue

Index

By Mike Wood

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