Build a Data Analysis Library from Scratch in Python

Immerse yourself in a long, comprehensive project that teaches advanced Python concepts to build an entire library

Created by: Ted Petrou
Author of Pandas Cookbook, Founder of Dunder Data

What Will I Learn?

• Build a fully-functioning Python library similar to pandas that you can use to do data analysis
• Complete a large, comprehensive project
• Test-driven development with pytest
• Environment creation with conda
• Advanced Python topics such as special methods and property decorators

Requirements

• Students must know the fundamentals of Python. This is an intermediate/advanced course.
• Must feel comfortable using and iterating through lists, tuples, sets, and dictionaries
• Exposure to numpy and pandas is helpful

Target audience

• Students who understand the fundamentals of Python and are looking for a longer more comprehensive project covering advanced topics that they can immerse themselves in.