Introduction to Transfer Learning
In this lesson, we will discuss transfer learning and some of its applications in the real world.
What is transfer learning?
We humans have an inherent ability to transfer our knowledge across different tasks. The knowledge that we as humans acquire while learning to perform one task is utilized while learning to solve other related tasks. The more related the tasks, the easier it is for us to transfer, or cross-utilize, our knowledge. Let’s further understand this with the help of these examples:
- If you
know how to ride a motorbike,
then you canlearn how to drive a car
. - If you
know math and statistics', then you can
learn machine learning`. - If you
know how to play classic piano
, then you canlearn how to play jazz piano
.
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