Transfer Learning: The Highest Leverage Deep Learning Skill You Can Learn.

Transfer learning is a machine learning technique in which a model trained on a specific task is reused as part of the training process for another, different task. Here is a simple analogy to help you understand how transfer learning works: imagine that one person has learned everything there is to know about dogs. In contrast, another person has learned everything about cats. If both people are asked, "What's an animal with four legs, a tail, and barks?" The person who knows all about dogs would answer "dog" while the individual who knows everything about cats would say "cat."