How neural networks work in AI (from a Stanford computer scientist)
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How neural networks work in AI (from a Stanford computer scientist)
Ever wondered what neural networks are and how they work? Systems like ChatGPT use neural networks to work as well as they do. Neural networks are composed of "layers" of neurons, layers with different functions; connections between layers called "weights"; and mathematical functions called "activation functions". If you’re interested in ...
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AI • Machine Learning • Tech on Instagram: "A neural network is built of many layers of neurons, which are essentially mathematical functions that transform data as it flows from input to output. If we imagine our data points plotted in some geometric space, each layer’s transformation (typically a matrix multiplication) shapes the data in that space. For instance, the transformation could rotate the points, stretch them, shear them, or project them into new dimensions. It is important to note t
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