Logic and Symbolic AI
Micro-DegreeOnline

Logic and Symbolic AI

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Program Details

  • Language: English
  • Fees: €900
  • Study Mode: Full-time / Part-time
  • Registration Deadline: 30th September 2027
  • Entry requirements:
    • High school diploma or equivalent
    • Basic computer literacy
    • English Level B1 (CEFR) or equivalent

Study Access

Pay for one quarter and have access to the learning materials for 6 months, with the option to extend access if needed.

Program Coordinator

Prof. Dr. Felix Weitkämper
Prof. Dr. Felix Weitkämper

About This Course

As the name suggests, this module is an introduction to the closely related subjects of logic and symbolic artificial intelligence. 

We introduce the principles of computational logic and the fundamentals of the logic programming paradigm as exemplified by the Prolog language. We then use these concepts to solve classical artificial intelligence tasks such as problem solving and game playing. Along the way, we will learn how to traverse enormous search spaces on the hunt for a solution, and how human knowledge can support machines in their (and ultimately our) endeavours.  

Learning Objectives

By the end of this course, you will:

  • Understand the basics of computational logic.
  •     Model artificial intelligence tasks in logical formalisms.
  •     Gain basic programming skills in the logic programming language Prolog.
  •     Be able to apply different algorithms algorithms and heuristics for traversing large search spaces. 
  •     Tackle artificial intelligence tasks using generic solution algorithms in Prolog.

Study Programs

This course is mandatory for the following study programs:

  • M.Sc. Applied AI

This course is offered in even quarters and can, therefore1, be selected as an elective in the following study programs:

  • M.Sc. Cybersecurity
  • M.Sc. Advanced Digital Reality
  • M.Sc. Digital Leadership
  • MBA Digital Technologies
  • MBA Digital Transformation

1: Generally all mandatory modules of a study program can be selected as an elective in all study programs in which they are not offered as a mandatory module. However, there are several rules that apply. First, at least half of the selected electives have to be taken from your study program. Second, all electives are only available in either odd or even quarters. Therefore, not all electives are available in all programs (given that you want to finish the program within the regular time frame and do not want to take that elective in parallel to your impact project).

Micro Degree

  • This course is offered as a micro degree.
  • German UDS Micro Degrees are compatible with the European MOOC Consortiums Common Micro Credentials Framework.
  • Micro Degrees will be rewarded with an equivalent of 5 ECTS.
  • Micro Degrees are offered to non-regular students and require a fee of €900.

Requirements

The field of logic and symbolic AI can be approached from many different angles, which adds to the interest in the field but also makes learning from several different sources challenging at first.

Two classical works that inspired me when writing this course are Bob Kowalski's Logic for Problem Solving  and Sterling and Shapiro's The Art of Prolog. 

However, I do think that the best approach is just to sit back and enjoy the course as presented here, and then find your perfect reference works after you completed the module itself. 

General Information

  • Teaching Format: Knowledge Essential (Lectures & Exercises)
  • Total Workload Master: 125h (40h/85h) / 5 ECTS
  • Total Workload Micro Degree: 125h (40h/85h) / Equivalent to 5 ECTS
  • Module coordinator: Dr. Felix Weitkämper
  • Examinations: Project report
  • Offered: Even quarters

Frequently Asked Questions

German UDS offers a range of cutting-edge digital programs in MBA, Master’s Programs and Micro-Degree Programs. Please refer to our University’s Study program page for further details.

Micro-Degree Programs:
- No specific requirements
Master’s Programs:
- Bachelor’s degree in a relevant field with a minimum grade of 2.5 (German system) or equivalent
- English: Minimum B2
Additional requirements may apply (e.g., work experience for MBA & M.A. programs). Visit our admissions page for full details.

For our study programs you can apply as follows:

  • Micro-Degree Programs:
    Micro-Degree programs can be booked directly on our Micro-Degree page. Simply browse our available Micro-Degrees and enroll immediately without any application process.
  • MBA and Master’s Programs:
    01 Register/Login
    Begin by creating an account.
    After creating a new account, you’ll receive an email with a verification link. Click the link to verify your email address before proceeding.
    If you already have an account, simply log in to continue.
    02 Start Your Application
    After filling out the form, be sure to check your email. You will receive a message from us containing a direct link to start your application.
    Go to the “Start your Application!” and begin your application journey.
    Note: This option becomes available only after completing the registration and login.

MBA programs: €7,500 per year
Master’s programs: €7,500 per year
Micro-Degrees: €900 per program
For full details, visit the official admissions page.

Reliable high-speed internet connection
Computer (Windows or Mac) with webcam and microphone

Student life at German UDS is designed for maximum flexibility, enabling learners to study anytime, anywhere, and at their own pace. Whether enrolling in a free course or a full degree program, students have full access to online course materials and complete assignments within set deadlines, making it easy to balance education with personal and professional commitments. In addition to academic flexibility, students also enjoy a vibrant virtual campus experience through COVE – our Campus of Virtual Education. COVE provides an immersive digital environment where students can hang out in virtual spaces like the cafeteria, lounge, or library. It’s a place to connect, chat, and build friendships beyond the classroom. Regular online events, social gatherings, and themed meetups offer students opportunities to network, collaborate, and be part of a supportive international community.