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