Scalar vs Vectors vs Matrices vs Tensors in Machine Learning

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Short Introduction on Scalars, Vectors, Matrices and Tensors
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Vector's have magnitude and direction. How is magnitude and direction taken into account for a 1 dimension array/vector?

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