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Artificial Intelligence Guide

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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.

Techniques

Stuff that you can go out and build today.
Affective Computing
Artificial Knowledge
Artificial Life
Artificial Stupidity
Blockhead
Bot
Decision Support System
Deep Learning
Ensemble Learning
Forward Chaining
Human + AI
Machine Unlearning
Opportunistic Reasoning
Predictive Analytics
Recursive Self Improvement
Sentiment Analysis
Swarm Intelligence
More ...

Theory

A few foundational ideas.
AI Risks
Characteristics of Intelligence
Decision Trees
Deep Magic
Emergence
Fourth Industrial Revolution
Fuzzy Logic
Intentionality
Machine Biases
Recursive Self-Improvement
Soft Computing
Strong Artificial Intelligence
Weak Artificial Intelligence

Tests for Intelligence

Testing machines for intelligence.
CAPTCHA
Chinese Room
Turing Test
More ...

Advanced Topics

Ideas that are somewhere between science fiction and potential reality.
AI Box
Answer to the Ultimate Question of Life, the Universe, and Everything
Cyborg
Darwin Among The Machines
Existential Risk
IT Bias
Superintelligence
Technological Singularity

Applications

Examples of problem spaces that are complex enough to benefit from machine learning approaches.
Autonomous Systems
Event Processing
Gamification
Intelligent Things
Natural Language Processing
Predictive Analytics
Robotics
Semantic Search
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Types Of Artificial Intelligence

A few common types of artificial intelligence.

Artificial Intelligence Tests

A few ways to test for artificial intelligence.

Machine Biases

An overview of machine biases.

Natural Language Processing

The common types of natural language processing.

Supervised Learning

A definition of supervised learning with examples.

Unsupervised Learning

A definition of unsupervised learning with a few examples.

Problem Solving

An overview of problem solving with examples.

Thought Processes

A list of thinking approaches and types.

Workaround

A definition of workaround with examples.

Creative Thinking

A list of common creative thinking techniques.

Problems

A list of common types of problems.

Analysis Paralysis

The definition of analysis paralysis with examples.

Logic

A few logic terms explained.

Law Of Excluded Middle

A classical law of logic first established by Aristotle.

Logic vs Intelligence

The difference between logic and intelligence.

Causality

The definition of causality with examples.

Magical Thinking

The definition of magical thinking with examples.

Scientism

The definition of scientism with examples.

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