Course
Software Engineering Principles in Python
BasicSkill Level
Updated 11/2025Start Course for Free
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PythonProgramming4 hr15 videos51 Exercises4,100 XP63,226Statement of Accomplishment
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Prerequisites
Introduction to Functions in Python1
Software Engineering & Data Science
Why should you as a Data Scientist care about Software Engineering concepts? Here we'll cover specific Software Engineering concepts and how these important ideas can revolutionize your Data Science workflow!
2
Writing a Python Module
Become a fully fledged Python package developer by writing your first package! You'll learn how to structure and write Python code that you can be installed, used, and distributed just like famous packages such as NumPy and Pandas.
3
Utilizing Classes
Object Oriented Programming is a staple of Python development. By leveraging classes and inheritance your Python package will become a much more powerful tool for your users.
4
Maintainability
You've now written a fully functional Python package for text analysis! To make maintaining your project as easy as possible we'll leverage best practices around concepts such as documentation and unit testing.
Software Engineering Principles in Python
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