python.md

Python Resources

General Python Overview

• Whirlwind Tour of Python
• Intermediate Python
• Python Essential Training (Lynda)
• Software Carpentry: Intermediate & Advanced Software
• Python for Undergraduate Engineers
• The Role of the Underscore
• f-strings

NumPy <-> Matlab

• Matlab-NumPy
• NumPy for Matlab Users
• Python: Data Analysis (Lynda)

Scipy, Stats, Pandas

• SciPy Lectures
• Scientific Python Lectures
• Pandas Basics
• Pandas Basics (Part 2)

Matplotlib, Seaborn, Bokeh/Chartify

• Beautiful Plots with Style
• Matplotlib Lecture
• Seaborn Examples
• Chartify

Please note that Duke students have free access to the Lynda tutorials if you access them through the OIT software portal.