How GPUs work? When to use GPU over CPUs?

What are GPUs ? GPUs are the graphical processing unit(GPU), it is an electronic circuit which ca easily perform calculations at a high speed. It is mainly used for the computing tasks like machine learning, graphics rendering and many more. But the...