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gradient-descent-algorithm

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Rudra-G-23 / 100-days-of-manchine-learning

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A complete and in-depth machine learning resource containing detailed notes, mathematical explanations, Python code, and Jupyter notebooks., and lectures.

data-science machine-learning numpy sklearn feature-selection feature-extraction regularization feature-engineering regression-models gradient-descent-algorithm ml-tutorial ml-algorithms ml-engineering ml-resources math-for-data-science ml-algorithms-from-scratch rudra-prasad-bhuyan
  • Updated Aug 14, 2025
  • Jupyter Notebook

niaj-a / Machine-Learning

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Your all-in-one Machine Learning resource – from scratch implementations to ensemble learning and real-world model tuning. This repository is a complete collection of 25+ essential ML algorithms written in clean, beginner-friendly Jupyter Notebooks. Each algorithm is explained with intuitive theory, visualizations, and hands-on implementation.

machine-learning simple machine-learning-algorithms polynomial-regression gradient-descent-algorithm stochastic-gradient-descent classification-algorithm batch-gradient-descent mini-batch-gradient-descent regression-algorithms simple-linear-regression lasso-regression-model lasso-regularization ridge-regression-model multiple-linear-regression-model regularization-techniques regression-metrics classification-metrics ridge-regularization
  • Updated Jul 22, 2025
  • Jupyter Notebook

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