Scale your Machine Learning Projects with SOLID Principles

How to write code that scales and accelerates your work as a data scientist or machine learning engineer.

Jeremy Arancio
Towards Data Science
13 min readMar 12, 2024

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When I was a junior Data Scientist, my goal was to write code that simply worked.

I used to see Python as a framework to run Pandas, Numpy, or Matplotlib only. I started like everybody else in a Jupyter Notebook, processing the data and training models cell by cell.

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NLP Engineer & AI-ndependant - I help companies leveraging texts using Machine Learning! - Website: https://linktr.ee/jeremyarancio