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For A Batch Of 100 Records How The Records Will Be Passed At A Time Or One By One?
For A Batch Of 100 Records How The Records Will Be Passed At A Time Or One By One? Answer: For a batch of 100 records in a neural network, all 100 records are passed through the network at the same time (in parallel), not one by one. This is made possible through vectorized operations and the efficient handling of data by modern hardware like GPUs. Why Are Records Processed Simultaneously? How It Works Internally: Summary: How Individual Neurons Operation Happens: Yes, the operations we discussed (matrix multiplication, bias addition, and activation) apply to individual neurons as part of the
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When Does The Weights Of The Neural Networks Are Updated?
When Does The Neural Network Is Updated? Answer: The weights in a neural network are typically updated after each batch during training, not after each epoch. This depends on the type of gradient descent being used. Types of Gradient Descent and Weight Updates:
