This is the Programming Assesment in Imperial College London The Topics Include Linear Algebra, Calculus and Principal Component Analysis (PCA)
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Barbarpotato/Mathematics-for-Machine-Learning-Specialization
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This specialization aims to getting you up to speed in the underlying mathematics, building an intuitive understanding, and relating it to Machine Learning and Data Science.