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Part 6. Self-Supervised Learning and Large-Scale Pre-Trained Models Self-Supervised Learning? : Given unlabeled data, hide part of the data and train the model so that it can predict such a hidden part of data, given the remaining data. Transfer Learning from Self-Supervised Pre-trained Model Pre-trained models using a particular self-supervised learning can be fine-tuned to improve the accuracy..