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Using matrix equations to describe a neural network
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Classroom Contents
Essential Matrix Algebra for Neural Networks
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- 1 Awesome song and introduction
- 2 Introduction to linear transformations
- 3 Linear transformations in matrix notation
- 4 Matrix multiplication
- 5 Matrix multiplication consolidates a sequence of linear transformations
- 6 Transposing a matrix
- 7 Matrix notation and equations
- 8 Using matrix equations to describe a neural network
- 9 nn.Linear documentation explained
- 10 1-D vs 2-D error messages explained
- 11 The matrix equation for Attention explained
