What is the difference between batch gradient descent and stochastic gradient descent?

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In batch gradient Descent, as we have seen earlier as well, we take the entire dataset > calculate the cost function > update parameter. In the case of Stochastic Gradient Descent, we update the parameters after every single observation and we know that every time the weights are updated it is known...
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In batch gradient Descent, as we have seen earlier as well, we take the entire dataset > calculate the cost function > update parameter. In the case of Stochastic Gradient Descent, we update the parameters after every single observation and we know that every time the weights are updated it is known as an iteration. read less
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