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On the list of problems that may arise with training of CNNs has to do with the large number of parameters that have to be learned, which may bring on the challenge of overfitting. To this stop, tactics for example stochastic pooling, dropout, and knowledge augmentation are proposed.I Definitely enjoyed my courses at Simplilearn. I acquired plenty