hrnbot/Basic-Mathematics-for-Machine-Learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

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This project helps aspiring machine learning practitioners understand the core mathematical concepts behind AI algorithms. It provides practical Python code examples for Algebra, Calculus, Statistics, and Probability. It's designed for individuals looking to deepen their foundational knowledge in the mathematical underpinnings of machine learning and deep learning.

726 stars. No commits in the last 6 months.

Use this if you are a student or professional in AI, machine learning, or deep learning who wants to strengthen your grasp of the essential mathematics.

Not ideal if you are looking for a high-level overview without practical code or if you already have a strong mathematical background for AI applications.

machine-learning-education deep-learning-fundamentals data-science-math AI-foundations mathematics-for-practitioners
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

726

Forks

207

Language

Jupyter Notebook

License

Apache-2.0

Last pushed

Sep 13, 2022

Commits (30d)

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