Neural Network Programming with TensorFlow
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Scalars, vectors, and matrices

Scalars, vectors, and matrices are the fundamental objects of mathematics. Basic definitions are listed as follows:

  • Scalar is represented by a single number or numerical value called magnitude.
  • Vector is an array of numbers assembled in order. A unique index identifies each number. Vector represents a point in space, with each element giving the coordinate along a different axis.
  • Matrices is a two-dimensional array of numbers where each number is identified using two indices (i, j).