Update tutorials/README.md

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## Core Tutorials
1. [Tutorial 1: Vectors and Matrices](./tutorial1_vectors.ipynb)
1. [Tutorial 1: Vectors and Matrices](tutorial1_vectors.ipynb)
- Definitions of vectors and matrices.
- Vector operations: addition, scalar multiplication, dot product, norms.
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- Matrix and vector norms.
- Examples with `numethods.linalg`.
2. [Tutorial 2: Linear Systems of Equations](./tutorial2_linear_systems.ipynb)
2. [Tutorial 2: Linear Systems of Equations](tutorial2_linear_systems.ipynb)
- Gaussian elimination and GaussJordan.
- LU decomposition.
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- Iterative methods: Jacobi and Gauss-Seidel.
- Examples with `numethods.solvers`.
3. [Tutorial 3: Orthogonalization and QR Factorization](./tutorial3_orthogonalization.ipynb)
3. [Tutorial 3: Orthogonalization and QR Factorization](tutorial3_orthogonalization.ipynb)
- Inner products and orthogonality.
- GramSchmidt process (classical and modified).
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- QR decomposition and applications.
- Examples with `numethods.orthogonal`.
4. [Tutorial 4: Root-Finding Methods](./tutorial4_root_finding.ipynb)
4. [Tutorial 4: Root-Finding Methods](tutorial4_root_finding.ipynb)
- Bisection method.
- Fixed-point iteration.