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Computer Science Glossary

Term Definition
Fine tuning The process of making small adjustments to achieve the desired output or performance. In deep learning, it involves the use of weights of a trained neural network to program another deep learning algorithm from the same domain. [1] [2]
Pretrained Model Model created by some one else to solve a similar problem [1]
Transfer learning Machine learning method where a model developed for a task is reused as the starting point for a model on a second task. [1]
Zero shot learning (ZSL) Machine learning technique that allows a model to classify objects from previously unseen classes, without receiving any specific training for those classes [1]