Comparison of np.dot and operator *

np.dot calculate the dot product of two arrays. For 2-D arrays, the matrix multiplication result is returned.

 The * operator calculate the element-wise multiplication. It will expand its dimension (called broadcasting) if the dimension does not match.

The best way to explain this is through some actual code