Machine Learning vs Artificial Intelligence
Machine Learning vs Artificial Intelligence:
Artificial Intelligence's stated goal is to mimic human behavior in an
intelligent manner, and to do what humans can do but really well,
which includes artificial “creativity” and driving
cars, playing games, responding to consumer questions, etc.
Traditionally, the main tools to achieve these goals are
“rules” and “decision trees”.
In that sense, Artificial intelligence seeks to create muscle and mind of humans, and
mind requires learning from data, i.e. Machine Learning.
However, Machine Learning helps learn from data beyond mimicking humans. Having said that, again the boundaries between AI and ML are getting blurry day-by-day.
AI, but not ML:playing chess, automated reasoning, planning