GitHub - SinghGurnoor283/Essential-Mathematics-for-machine-learning-nptel-: This repository contains Google Colab notebooks from the Essential Mathematics for Machine Learning course offered by NPTEL. The notebooks cover fundamental mathematical concepts essential for understanding and implementing machine learning algorithms.

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This repository contains Google Colab notebooks from the Essential Mathematics for Machine Learning course offered by NPTEL. The notebooks cover fundamental mathematical concepts essential for understanding and implementing machine learning algorithms.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
ClassificationMetricsMath.ipynb		ClassificationMetricsMath.ipynb
Essential Mathematics for Machine learning (2).zip		Essential Mathematics for Machine learning (2).zip
LDAonWineData.ipynb		LDAonWineData.ipynb
LinearDiscriminantAnalysis.ipynb		LinearDiscriminantAnalysis.ipynb
LinearRegressionMath.ipynb		LinearRegressionMath.ipynb
LogisticRegression.ipynb		LogisticRegression.ipynb
ML_PROJECT_1.ipynb		ML_PROJECT_1.ipynb
MultipleLinearRegression.ipynb		MultipleLinearRegression.ipynb
PCAofIrisData.ipynb		PCAofIrisData.ipynb
PolynomialRegression.ipynb		PolynomialRegression.ipynb
PrincipalComponentAnalysis.ipynb		PrincipalComponentAnalysis.ipynb
SVDandLowRankApproximation.ipynb		SVDandLowRankApproximation.ipynb
SVDusingImage (1).ipynb		SVDusingImage (1).ipynb