Machine Learning, Data Science, Dimensionality Reduction, Intuition, Linear Algebra.
implications. You may be surprised when I tell you that everything we do thereafter can be interpreted in terms of a dot product. One reason for this is that the dot product can be seen in many ways: It’s the projection length of vector (or point) a, onto the line defined by the unit vector b. It’s