What is the difference between artificial intelligence and machine learning?
What is Artificial intelligence ?
Artificial Intelligence refers to the use of computers to mimic human intelligence using logic, decision trees or machine or deep learning. The computer is doing something intelligent, so it’s exhibiting intelligence that is artificial.
What Is Machine Learning?
Machine learning is a subset of artificial intelligence that helps machines improve at tasks with repetition; that does not just mimic human behavior (AI) but helps us mimic how humans learn. For example, if you think how you learnt to read – one learned the rules (and exceptions) of spelling and grammar from reading simple books to start with before graduating to more complex books.
But machine learning is still evolving, and most machine learning models still get stuck on many things how many boxes are in this picture; or are they really hyenas. So, duplicating the human brain still remains a farfetched goal.
What is Deep Learning?
Deep learning is a subset of machine learning that enables use of algorithms to enable machines to train itself and perform tasks. Deep learning is all about using neural networks with more neurons, layers, and interconnectivity.
Advances in computing from autonomous cars to Go-playing supercomputers to speech recognition, represents deep learning i.e. AI is powered by some form of deep learning.