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Linear Algebra for Deep Learning

The mathematical foundation of neural networks

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What you'll unlock:

  • 1. Scalars, Vectors, and Matrices
  • 2. Matrix Multiplication
  • 3. Special Matrices and Operations
  • 4. Norms and Distance Metrics
  • 5. Eigendecomposition
  • 6. Singular Value Decomposition
  • 7. Matrix Calculus Preview
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