Compiling...
Throughout this course, we have learned how to design and train CNNs and RNNs from scratch. However, in the real world, training a massive Deep Learning model from scratch is incredibly difficult.
It requires millions of labeled data points.
It requires thousands of dollars worth of cloud GPU computing power.
It can take weeks or even months to finish training.
If you are a solo developer or a small startup trying to build an app that classifies different types of bird species, you don't have the time or money to do this. The solution is Transfer Learning.
