Curriculum

This map is meant to serve as a table of contents for a curriculum to learn about artificial intelligence.

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Curriculum 作者: Mind Map: Curriculum

1. Machine Learning

1.1. Supervised Learning

1.2. Unsupervised Learning

1.3. Reinforcement Learning

2. Cognitive Science

2.1. Philosophy

2.1.1. Epistemology

2.1.2. Logic

2.1.3. Ethics

2.2. Psychology

2.2.1. Cognitive Neuroscience

2.2.2. Perception

2.3. Sociology

2.4. Linguistics

3. Natural Language Processing

4. Programming

5. Linux

6. Mathematics

6.1. Calculus

6.2. Linear Algebra

6.3. Statistics

7. Computer Vision

8. Projects

9. Genetic Algorithms

10. Theory

10.1. Complexity Theory

10.2. Information Theory

10.3. Systems Theory