Data Science, Machine Learning, Support Vector Machine, Python.
kernel trick avoids calculating the data points in higher-dimensional space, by using a kernel function. It actually computes the dot product of the data points in a new dimension. In other words, the kernel function computes the similarity between two data points in the higher-dimensional space