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Mathematics for Machine Learning Specialization: Formula Sheet
[article]
2020
Zenodo
Preserved Fulltext
This is a formula sheet for "Coursera Mathematics for Machine Learning Specialization", a sequence of 3 courses on the prerequisite mathematics for applications in data science and machine learning. The specialization deals with representing data in a linear algebra context and manipulation of these objects mathematically. Summarizing the properties of data sets and mapping them onto lower-dimensional spaces with principal component analysis. Finally, solving optimization problems and using
doi:10.5281/zenodo.3986729
fatcat:zsg6ipwm4bcjtjwxbl4ywjsxui