Transfer Learning in Deep Learning

As humans, we can transfer our knowledge to learn other tasks. For example, if we learn how to ski we can use the acquired skills or knowledge to learn perhaps snowboarding. It is easy for us to transfer our knowledge to similar tasks. Basically what we are doing when we learn a similar task is to improve what we learned in the past.