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Software Engineering Principles in Python

Beginner
4.7+
112 reviews
Updated 05/2025
Learn about modularity, documentation, and automated testing to help you solve data science problems more quickly and reliably.
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PythonProgramming4 hours15 videos51 Exercises4,100 XP51,839Statement of Accomplishment

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Course Description

Data scientists can experience huge benefits by learning concepts from the field of software engineering, allowing them to more easily reutilize their code and share it with collaborators. In this course, you'll learn all about the important ideas of modularity, documentation, & automated testing, and you'll see how they can help you solve Data Science problems quicker and in a way that will make future you happy. You'll even get to use your acquired software engineering chops to write your very own Python package for performing text analytics.

Prerequisites

Introduction to Functions in Python
1

Software Engineering & Data Science

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2

Writing a Python Module

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3

Utilizing Classes

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4

Maintainability

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Software Engineering Principles in Python
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*4.7
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