Which optimization algorithm is commonly used to update weights in neural networ

Which optimization algorithm is commonly used to update weights in neural networks?

Which optimization algorithm is commonly used to update weights in neural networks?

Step 1: Understand that neural networks learn by adjusting their weights.
Step 2: Know that weights are updated to minimize the difference between predicted and actual outcomes.
Step 3: Learn that the process of updating weights is guided by a method called an optimization algorithm.
Step 4: Identify Stochastic Gradient Descent (SGD) as a common optimization algorithm.
Step 5: Realize that SGD updates weights based on the gradient (slope) of the loss function, which measures how well the network is performing.

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