Deep Learning With TF 2.0: 02.00- Linear Algebra
May 19, 2019
- 02.00 - Linear Algebra
- 02.01 - Scalars, Vectors, Matrices and Tensors
- 02.02 - Multiplying Matrices and Vectors
- 02.03 - Identity and Inverse Matrices
- 02.04 - Linear Dependence and Span
- 02.05 - Norms
- 02.06 - Special Kinds of Matrices and Vectors
- 02.07 - Eigendecomposition
- 02.08 - Singular Value Decomposition
- 02.09 - The Moore-Penrose Pseudoinverse
- 02.10 - The Trace Operator
- 02.11 - The Determinant
- 02.12 - Example: Principal Components Analysis