can’t we do this without using batch, like in linear regression?
Svm implementation
Yes, you can do that. In fact, all models can be trained without the use of Mini-Batch Gradient Descent. It’s just that you should know about it and it’s implementation because its importance will increase once you start working on bigger datasets or more complex models (where the complete dataset can’t fit in the memory or the training time is quite slow). Using it now will only help you in the future.
Happy Learning!
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