TensorFlow The data type used is?

The correct answer is C. Tensor. TensorFlow takes its name directly from its core data structure: the tensor, making C the correct answer. A tensor is a generalized n-dimensional array that can represent scalars (0D), vectors (1D), matrices (2D), and higher-dimensional data within a single unified type…

Deep Learning Basics

Question

Options

AScalar
BVector
CTensor
DMatrix

How the community answered

(41 responses)

A
2% (1)
B
5% (2)
C
80% (33)
D
12% (5)

Explanation

TensorFlow takes its name directly from its core data structure: the tensor, making C the correct answer. A tensor is a generalized n-dimensional array that can represent scalars (0D), vectors (1D), matrices (2D), and higher-dimensional data within a single unified type. Scalars (A) and vectors (B) are not wrong concepts, but they are specific cases of tensors, not the overarching data type TensorFlow operates on. Matrices (D) are likewise just 2D tensors, a subset rather than the general type.

Memory tip: The name "TensorFlow" literally tells you the answer - data flows through the computational graph as tensors.

Topics

#TensorFlow#Tensor structure#Data types#Deep Learning frameworks

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