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Understanding Tensors: Learning a Data Structure Through 3 Pesky Errors
March 13, 2024, 7:57 a.m. | Eva Revear
Towards Data Science - Medium towardsdatascience.com
What working through TensorFlow errors has taught me about tensors
Photo by Michael Dziedzic on UnsplashI’ve recently been tinkering with deep learning models in Tensorflow, and have accordingly been introduced to managing data as tensors.
As a Data Engineer that works all day in tables that I can easily slice, dice, and visualize, I had absolutely no intuition around working with tensors, and I seemed to constantly run into the same errors that, especially at first, went way over …
data data engineer debugging deep learning dice engineer errors machine learning slice tables tensor tensorflow through tips-and-tricks understanding
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