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shantanu1109 / Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization

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This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth

linear-regression linear-algebra pagerank-algorithm neural-networks eigenvectors lagrange jacobian hessian backpropagation eigenvalues transformation-matrix newton-raphson taylor-series gram-schmidt sandpit multivariate-calculus
  • Updated Sep 23, 2023
  • Jupyter Notebook

Phantom-fs / Mathematics-for-Machine-Learning

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MATHEMATICS FOR MACHINE LEARNING Coursera Specialization by IMPERIAL COLLEGE LONDON

machine-learning calculus solutions vector linear-algebra coursera eigenvectors coursera-machine-learning principal-component-analysis eigenvalues mathematics-machine-learning coursera-specialization imperial-college-london mathematics-for-computerscience multivariate-calculus mathematics-for-ml mathematics-for-machine-learning-linear-algebra mathematics-for-machine-learning-pca mathematics-for-machine-learning-multivariate mathematics-for-machine-learning-calculus
  • Updated Jul 20, 2023
  • Jupyter Notebook

rakibhhridoy / EasyWayDiveInto-DataScience

Star 1

Data Science is not as easy as it seems at first. The most problem faced by new learner are lack of resource knowledge as well as confusion in using the various resources. I hope this repository will benefit confusion learner.

python data-science machine-learning statistics deep-neural-networks deep-learning algorithms tensorflow optimization numpy scikit-learn linear-algebra pandas seaborn scipy matplotlib algorithms-implemented statsmodels bayesian-statistics multivariate-calculus
  • Updated Nov 30, 2021
  • Jupyter Notebook

nikhil-1e9 / Mathematics-for-Machine-Learning-Specialization

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This repository contains all the quizzes and assignments required to complete all 3 courses of the Mathematics for Machine Learning Specialization on Coursera

python machine-learning calculus linear-regression linear-algebra mathematics python-programming dimensionality-reduction gradient-descent machine-learning-coursera principal-component-analysis transformation-matrix coursera-data-science coursera-assignment coursera-specialization vector-calculus imperial-college-london multivariate-calculus eigenvalues-and-eigenvectors
  • Updated Jul 24, 2023
  • Jupyter Notebook

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