AI • Machine Learning • Tech 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 vector. Ea
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AI • Machine Learning • Tech on Instagram: "In most deep learning models, an input is transformed by passing it through a series of large matrices filled with tunable parameters.
In this educational video, we delve into the world of deep learning models, exploring how they process data through matrix multiplication and activation functions. We examine the crucial role of weights, matrices, and layers in transforming raw input into meaningful predictions or representations. Whether you're new to machine learning or ...
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