Why AI is 'artificial' intelligence without machine learning

And if you talk to experts in the science of machine learning, you might even learn that they don't really recognize artificial intelligence as a technology but more as a marketing buzzword used to sell machine learning. So, for the sake of simplicity, understand that machine learning is one of the most effective and mature approaches to realizing algorithms that make programs and machines seem "intelligent." Well, we're going to go a lot deeper than that to help you understand how machine learning is the key force shaping the world of artificial intelligence. Machine learning is mostly based on using lots and lots of training data and good algorithms. Though there's a lot of excitement in technology circles about sophisticated algorithms, particularly deep learning, it must be understood that most applications of machine learning are a result of good data.