Machine Learning Real World Applications. Master techniques for implementing a machine learning project.

What is "the mind" and what is artificial intelligence?
In this course, we will explore the history of cognitive science and the way these ideas shape how we think of artificial cognition.

Methods for Solving Problems
In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.

Computational Vision
In this course, we will expand on vision as a cognitive problem space and explore models that address various vision tasks. We will then explore how the boundaries of these problems lead to a more complex analysis of the mind and the brain and how these explorations lead to more complex computational models of understanding.

Interpersonal, Developmental, and Evolutionary Perspectives of the Mind
In this course, we will explore how individual problem solving, judgment, and decision making can be influenced by interpersonal and developmental factors.

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