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 by Mind Map: Curriculum

1. Mathematics

1.1. Calculus

1.2. Linear Algebra

1.3. Statistics

2. Computer Vision

3. Projects

4. Genetic Algorithms

5. Theory

5.1. Complexity Theory

5.2. Information Theory

5.3. Systems Theory

6. Machine Learning

6.1. Supervised Learning

6.2. Unsupervised Learning

6.3. Reinforcement Learning

7. Cognitive Science

7.1. Philosophy

7.1.1. Epistemology

7.1.2. Logic

7.1.3. Ethics

7.2. Psychology

7.2.1. Cognitive Neuroscience

7.2.2. Perception

7.3. Sociology

7.4. Linguistics

8. Natural Language Processing

9. Programming

10. Linux