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weijie-chen/Linear-Algebra-With-Python

@weijie-chen

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Stars
2,570
Forks
618
Language
Jupyter Notebook
License
MIT
Last push
2 years ago
Jupyter Notebookpythondata-sciencejupyterdata-visualizationmathematicslinear-algebradata-analysismatrixcomputational-sciencevector-spacesymmetric-matriceseigenvaluesmatrix-calculationseigenvectorsdiagonalizationgram-schmidtlinear-transformationsmultivariate-normal-distributionnull-spacesingular-value-decomposition

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