The Matrix Calculus You Need for Deep Learning - Part 1
2:28:29
YouTubeTWIML Community
The Matrix Calculus You Need for Deep Learning - Part 1
This is the first of a two-part series of videos discussing the paper, The Matrix Calculus You Need for Deep Learning by Terence Parr and Jeremy Howard. The videos were recorded on May 23rd and 30th as part of a TWIML Community meetup.
39.5K viewsJun 3, 2020
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Why Learn Matrix Calculus
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Why Learn Matrix Calculus
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AI Unfolded | Artificial Intelligence on Instagram: "In most deep learning models, an input is transformed by passing it through a series of large matrices filled with tunable parameters. Each matrix represents a layer, and when your input reaches it, the model performs a bunch of math operations - mainly matrix multiplication, addition, and a nonlinear activation. In reality, deep learning models are simply layers and layers of math transformations and matrix multiplications applied to an input
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AI Unfolded | Artificial Intelligence on Instagram: "In most deep learning models,
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