Calculus, Linear Algebra, Machine Learning, Mathematics, Math For Machine Learning.
basically deals with vectors and matrices (different shapes of arrays) and operations on these arrays. In NumPy, vectors are basically a 1-dimensional array of numbers but geometrically, they have both magnitude and direction. Our data can be represented using a vector. In the figure above, one row