GitHub - mferdous2012/Mathematics-for-Machine-Learning-Specialization: Mathematics for Machine Learning Specialization from Imperial College London on Coursera_Assignments

All programming Assignments repository for:

Mathematics for Machine Learning Specialization from Imperial College London on Coursera.

In this specialization there are 3 courses:

This specialization helps students to gain an understanding how to correlate mathematics with data science.

All the programming assignments done in python.

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Name		Name	Last commit message	Last commit date
Linear Algebra_Week3_IdentifyingSpecialMatrices.ipynb		Linear Algebra_Week3_IdentifyingSpecialMatrices.ipynb
Linear Algebra_Week4_GramSchmidtProcess.ipynb		Linear Algebra_Week4_GramSchmidtProcess.ipynb
Linear Algebra_Week4_ReflectingBear.ipynb		Linear Algebra_Week4_ReflectingBear.ipynb
Linear Algebra_Week5_PageRank.ipynb		Linear Algebra_Week5_PageRank.ipynb
Multivariate Calculus_Week2_The+Sandpit+-+Part+2.ipynb		Multivariate Calculus_Week2_The+Sandpit+-+Part+2.ipynb
Multivariate Calculus_Week2_The+Sandpit.ipynb		Multivariate Calculus_Week2_The+Sandpit.ipynb
Multivariate Calculus_Week3_Backpropagation.ipynb		Multivariate Calculus_Week3_Backpropagation.ipynb
Multivariate Calculus_Week5_Gradient+descent+in+a+sandpit.ipynb		Multivariate Calculus_Week5_Gradient+descent+in+a+sandpit.ipynb
Multivariate Calculus_Week6_Fitting+the+distribution+of+heights+data.ipynb		Multivariate Calculus_Week6_Fitting+the+distribution+of+heights+data.ipynb
PCA_Week1_Meancovariance of a dataset + effect of a linear transformation.ipynb		PCA_Week1_Meancovariance of a dataset + effect of a linear transformation.ipynb
PCA_Week1_numpy_tutorial.ipynb		PCA_Week1_numpy_tutorial.ipynb
PCA_Week2_Inner products and angles.ipynb		PCA_Week2_Inner products and angles.ipynb
PCA_Week3_Orthogonal projections.ipynb		PCA_Week3_Orthogonal projections.ipynb
PCA_Week4_Principal Components Analysis.ipynb		PCA_Week4_Principal Components Analysis.ipynb
README.md		README.md