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Basics of the Jacobian and its use in a neural network using Python
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Classroom Contents
Modern Linear Algebra Using Python Instead of a Textbook
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- 1 Linear algebra using sympy
- 2 Matrices in python using sympy
- 3 Matrix arithmetic using sympy
- 4 LU decomposition of a matrix using sympy
- 5 Inverse of a matrix
- 6 Null space of a matrix using sympy
- 7 Ordinary Least Squares Tutorial using Python
- 8 Gram Schmidt process for QR decomposition using Python
- 9 Basics of the Jacobian and its use in a neural network using Python
