Uploaded September 2021 | Updated September 2026, 2 weeks ago

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As a Machine Learning engineer, you should write clean and maintainable code. A first step to achieve that is following the Single Responsibility Principle.

Learn more about the theory and implementation of the Single Responsibility Principle in my new video.

Slides:
github.com/musikalkemist/solidforml/blob/main/solidforml/02%20Single%20Responsivility%20Principle/Single%20Responsibility%20Principle.pdf

Code:
github.com/musikalkemist/solidforml/blob/main/solidforml/02%20Single%20Responsivility%20Principle/singleresponsibility.py

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Content:
0:00 Intro
0:37 Defining Single Responsibility
3:02 How to spot SRP violations
3:45 SRP violation problems
4:42 Analysing SRP violations in the Python example
7:42 Refactoring code
10:32: What's next