794K views · 250 reactions | Nature, and all the life within it, depends on maintaining the function and flow of ecosystem processes. When habitats are destroyed, nature stops working. #wildlandsandwaters #habitatmatters #conservationmatters | Shane Mahoney | Facebook

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Artificial Intelligence | AI on Instagram: "Gradient descent is an optimization method used to train machine learning models by finding the set of parameters (like weights in a neural network) that make the loss function as small as possible. You can think of the loss as a surface, where each point represents a different set of parameters, and our goal is to move downhill toward the lowest point. To do this, we calculate the gradient, which is a collection of partial derivatives of the loss with

Artificial Intelligence | AI on Instagram: "Gradient descent is an iterative optimization technique used to train machine learning models by finding the set of parameters (like weights in a neural network) that make the loss function as small as possible. Given a simple surface, we calculate the gradient, which is the collection of partial derivatives of the loss with respect to x and y. A partial derivative tells us how the loss changes if we tweak just one parameter while holding the others co