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Dear students,

we have found a typo in the equation in the Section 3.3, 3rd line. There should be $\sum_{i}^{n}\alpha_{i}y_{i}k(\mathbf{x_{i}}, \mathbf{x})$ instead of $\sum_{i}^{n}\alpha_{i}y_{i}k(\mathbf{x_{i}} \cdot \mathbf{x})$, i.e. we are passing two vector arguments to the kernel function $k$, not a dot product of two vectors. We have uploaded the updated .zip archive.

Jan