6.1 - Scipy Linear Algebra - [Notebook] - [Video]
- Linear Systems
- Matrix Functions
- Spectral Decomposition
- Special Matrices
- Sparse Matrix
- Matrix Exponential
- Unitary Matrix
- Tensor Product
- Linalg Least Square Fit
- Single Value Decomposition
- Schur Decomposition
6.2 - Scipy Optimization - [Notebook] - [Video]
- Function Minimum
- Global Optimization
- Function Roots
- Optimize Least Square Fit
- Curve Fit
6.3 - Scipy Fourier Transform - [Notebook] - [Video]
- The Fourier Transform
- Wave Packet
- The Uncertainty Principle
- Quantum Fourier Transform
- The Bloch Sphere
6.4 - Scipy ODEs & PDEs - [Notebook] - [Video]
- Integration
- ODE
- Finite Difference Method
- PDE