Machine Learning, Overfitting, Regularization, Artificial Intelligence, Data Science.
dataset, we can apply data augmentation to artificially increase the size of our dataset. For example, if we are training for an image classification task, we can perform various image transformations to our image dataset (e.g., flipping, rotating, rescaling, shifting). 4. Feature selection (data)