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machine-learning-refined
Python

machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

by neonwatty · GitHub
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artificial-intelligencedata-sciencedeep-learningPython
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Learn machine learning by building models from scratch with Python and practical exercises.

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2.24k2.23k
2026-07-072026-08-31
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📄 About

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

machine-learning-refined has 2.2k stars on GitHub. It has been forked 703 times. machine-learning-refined is written mainly in Python. It has been in active development since 2016. Its main topics are artificial-intelligence, data-science, deep-learning, jupyter-notebook.

Frequently asked questions

What is machine-learning-refined?

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Is machine-learning-refined open source?

machine-learning-refined is an open-source project.

Is machine-learning-refined free?

Yes. machine-learning-refined is free and open source — you can use, modify and self-host it.

What language is machine-learning-refined written in?

machine-learning-refined is written mainly in Python.

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