What are Tensors in Deep Learning?

Опубликовано: 01 Ноябрь 2024
на канале: Deep Learning with Yacine
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If you are new to deep learning, you might be wondering what tensors are.

In this short tutorial, we'll go through the definition and what kind of tensor shapes are usually used for deep learning.

Table of Content
Introduction: 0:00
Disclaimer: 0:43
Definition: 1:08
How are tensors used in deep learning? : 3:02
3 example tensors in deep learning: 4:02
Conclusion: 7:20

Physics/Math Video on Tensors:
📌    • What the HECK is a Tensor?!?  
📌    • What's a Tensor?  

Other great resources for Tensors:
📌 https://deepai.org/machine-learning-g...
📌 https://machinelearningmastery.com/in...

Deep Learning with PyTorch Book:
📌 https://www.manning.com/books/deep-le...

Also, check out this paper for Tree-based methods vs Deep Learning on tabular data:
📌 https://proceedings.neurips.cc/paper_...

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