Labs
- Notions of Numpy and Matplotlib
- Introduction to python
- Introduction to vectors
- Introduction to matrices
- Finite arithmetic and error analysis
- Zeros of nonlinear equations I
- Zeros of nonlinear equations II
- Polynomial interpolation
- Approximation
- Numerical differentiation
- Numerical integration
- Linear systems: direct methods
- Linear systems: iterative methods
- Optimization
- Introduction to digital image processing using Python
- k-means algorithm applied to image classification and processing
- ELM algorithm applied to image classification