AI and data analytics
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Artificial intelligence intelligence demonstrated by machines.
AI research is the study of "intelligent agents": Any device that perceives its
environment and takes actions that maximize its chance of successfully achieving
its goals.
Turing Test The Turing Test is a method of inquiry in artificial intelligence (AI) for determining
whether or not a computer is capable of thinking like a human being.
Strong AI Self-aware, emotion, response is unpredictable
Like human beings
Weak AI A specific type of artificial intelligence in which a technology outperforms humans
in some very narrowly defined task.
Machine learning - is a way of achieving Weak (Narrow) AI
- ML is a type of AI that allows software applications to become more accurate in
predicting outcomes without being explicitly programmed.
Artificial neural networks learning process which simulates the neural networks of the human brain.
Deep learning - More hidden layers
- feature extraction, feature learning
- beyond human being
Data analytics - Use data to answer question.
- Use AI, ML, DL techniques to find the solution or answer.