The code that comes on the next page belongs to tensorflow 1 or tensorflow 2 :Introducción a los tensores | TensorFlow Core
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The above mentioned link provided by you is executable using TensorFlow 2.x. TensorFlow 1.x is not longer supported and deprecated to use. Thank you.