Vrije Universiteit Amsterdam

Overview

The Artificial Intelligence – Cognitive Science master's program at Vrije Universiteit Amsterdam delves into the intricate relationship between computation and cognition, exploring how intelligent behavior emerges. This interdisciplinary course integrates AI methodologies with insights from psychology, neuroscience, and philosophy, emphasizing the development of systems that effectively collaborate with humans.

What you'll study

The curriculum is designed to provide a comprehensive understanding of both core AI principles and cognitive science, focusing on human-centered applications. Students can expect to engage in a variety of modules covering:

• Core AI and cognitive science courses:
  • Evolutionary Computing
  • Knowledge Representation
  • Multi-Agent Systems
  • Deep Learning
  • AI and Society
  • Experimental Design and Data Analysis
  • Natural Language Processing

Learning outcomes: Throughout the program, students will develop skills to:

• Design and evaluate AI models for learning, reasoning, and decision-making.
• Utilize experimental methods and data analysis to test hypotheses.
• Analyze the impact of AI systems on individuals, organizations, and society.
• Effectively communicate technical findings to diverse audiences.

Capstone project: Most students will undertake a final project or thesis, allowing them to apply their knowledge and skills in a practical context. Details regarding the format and timeline will be provided by the university.

Entry requirements

Applicants are expected to hold a degree equivalent to a Dutch academic Bachelor’s degree from a research university, typically requiring three years of study. A background in disciplines such as Artificial Intelligence, Computer Science, Cognitive Science, Cognitive Psychology, or Neuroscience is preferred, with a minimum of 18 ECTS credits in AI-related areas, including:

• Cognitive Psychology
• Computational Linguistics
• Context of Artificial Intelligence: History, Philosophy, Ethics
• Intelligent Autonomous Agents and Multi-Agent Systems
• Human-Computer Interaction and Communication
• Knowledge Representation and Reasoning
• Machine Learning
• Problem Solving: Search, Decision Making, Optimization

Specific standardized test scores, such as GRE or GMAT, are not required for this program.

Career prospects

Graduates of the Artificial Intelligence – Cognitive Science program are well-equipped for a variety of career paths in technology, research, and academia. Potential roles include AI researcher, data scientist, cognitive systems designer, or roles within organizations focused on human-computer interaction and AI ethics. With the growing demand for AI expertise across industries, graduates can expect diverse opportunities in both established companies and startups alike.