What is artificial intelligence?
No universally accepted definition. AI is the endeavor of building intelligent artifact.
- ability to learn
- faculty of good sense, to adapt to circumstances
- ability to perform well in an intellingence test
- branch of computer science dealing with the simulation of intelligent behavior in computers
- program that can sense, reason, act and adapt
- pass the turing test (the imitation game)
Mimicking human behavior
Weak AI: can a machine exhibit intelligent behavior? Strong AI: can a machine be self-aware?
Artificial Intelligence vs Machine Learning vs Deep Learning (AI vs ML vs DL)
AI: A program that can sense, reason, act and adapt ML: Algorithms whose performance improve with experience as they are exposed to more data over time DL: Subset of ML in which multi-layered neural networks learn from vast amounts of data