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 Unsplash

I’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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