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Artificial Intelligence for Food and Health

INF36803

About this course

An increasing number of businesses will adopt Artificial Intelligence (AI) to enhance their decision-making processes. No doubt, AI will have further transformative, far-reaching implications for society that requires close attention. The primary objective of this course is to provide a basic understanding of the AI concepts and their implications. The course will introduce the basic principles, techniques, and applications of AI. Emphasis will be placed on teaching the concepts, not providing mastery of particular software tools or programming environments. Coverage includes knowledge representation, intelligent agents, AI applications, problem-solving, search algorithms, machine learning, deep learning, reinforcement learning, robotics in AI, and AI ethics.

Learning outcomes

After successful completion of this course students are expected to be able to:

  • explain different types of AI agents;
  • identify the benefits of using AI-based systems;
  • recognize various AI search algorithms, e.g., uninformed, informed, heuristic, constraint satisfaction;
  • compare the fundamentals of knowledge representation, e.g., logic-based, semantic networks, inference;
  • identify key machine learning approaches and algorithms;
  • identify reinforcement learning;
  • understand how to build simple knowledge-based systems;
  • identify neural networks and deep learning techniques;
  • outline different robotic systems and applications;
  • recognize various ethics and governance to ensure successful AI project delivery.

Teaching method and examination

  • final exam (50%);
  • project report and presentation (50%).

Each component needs a minimum of 5.50 to pass the course.

Link to more information

If anything remains unclear, please check the FAQ of Wageningen University.

Offering(s)

  • Start date

    10 februari 2025

    • Ends
      7 maart 2025
    • Term *
      Period 4
    • Location
    • Instruction language
      English
    Enrolment starts in 46 days
For guests registration, this course is handled by Wageningen University