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ml-fundementals

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Serhii2009 / ml_fundamentals_challenge

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A comprehensive 30-day structured learning journey from ML fundamentals to advanced deep learning architectures with hands-on Python implementations and clear explanations

machine-learning tutorial ai deep-learning learning-path math numpy mathematics ml python3 pytorch transformer neural-networks educational gradient-descent beginner-friendly backpropagation loss-functions hands-on ml-fundementals
  • Updated Dec 30, 2025
  • Python
Simple_Linear_Regression_From_Scratch

AboNady / Simple_Linear_Regression_From_Scratch

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I have applied the fundamental idea of Linear Regression with Single Variable input. I implemented the Gradian Descent algorithm simply from scratch with no libraries such as Scikit-Learn. I just used NumPy.

data-science machine-learning machine-learning-algorithms regression artificial-intelligence dataset supervised-learning machinelearning regression-models artificial-intelligence-algorithms supervised-machine-learning liner-regestion regression-analysis fundementals simple-regression ml-fundementals
  • Updated Sep 13, 2022
  • Python

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