Artificial Intelligence Guide
John Spacey, updated on May 19, 2023
Artificial Intelligence, or AI, is software that learns and self improves. This can take a physical form such as a spacecraft or a robot. However, in many cases AI is embedded into services that have no physical form such as bots. The following are key topics related to artificial intelligence.
TechniquesStuff that you can go out and build today.
TheoryA few foundational ideas.
Tests for IntelligenceTesting machines for intelligence.
Advanced TopicsIdeas that are somewhere between science fiction and potential reality.
ApplicationsExamples of problem spaces that are complex enough to benefit from machine learning approaches.
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A few common types of artificial intelligence. A few ways to test for artificial intelligence.
An overview of machine biases. The common types of natural language processing. A definition of supervised learning with examples. A definition of unsupervised learning with a few examples. An overview of problem solving with examples.
A list of thinking approaches and types.
A definition of workaround with examples.A list of common creative thinking techniques. A list of common types of problems.
The definition of analysis paralysis with examples.A few logic terms explained. A classical law of logic first established by Aristotle.
The difference between logic and intelligence.
The definition of causality with examples.
The definition of magical thinking with examples.
The definition of scientism with examples.
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