Getting Started with TensorFlow

The mathematical concept of a tensor could be broadly explained in the following way: If a scalar has the lowest dimensionality and is followed by a vector and then by a matrix. A tensor would be the next object in the line. Scalar, vectors and matrices are all tensors of rank 0, 1 and 2 respectively. Tensors are simply a generalization of the concepts we have seen so far. At first, computation in TensorFlow may seem needlessly complicated.