Curriculum

There are two versions of the pre-master program AI&ES:

  • Program A is for students with pre-knowledge in Data but with deficiencies in Signals & Systems. 
  • Program B is or students with pre-knowledge in Signals & Systems but with deficiencies in Data.
No. Courses Code Program Quarter Timeslot ECTS
1 *Programming 

JBI010 

A&B 

BC1 

2 Calculus variant 2 2WBB0  A&B BC1 B 5
3 Linear algebra 2DL60  A&B PM1 E 2,5
4 Fundamentals of machine learning   5XSL0

A&B 

BC2 

5 Premaster linear systems, signals and control  5LIU0

PM2 

C1 

6 Probability and statistics 2DL70 

A&B 

 PM2 

2.5 

7 Data management for data analytics JBI050  B BC3 D 5
8 Math 2 5EZB0 A&B BC4 A 5

*Programming (JBI010) has replaced the Software Development for Engineers (2IS50).  

When registering in Studielink the Departmental Admissions Committee AI&ES (DAC AI&ES) will verify if a student can be admitted to the pre-masters program AI&ES and assign students to either program A or program B.
After a student successfully completes the pre-master program AI&ES within the set term (maximumly two semesters), the student is admitted to the master program master program AI&ES.

Master study components in Q3 and Q4

Given the schedule of the courses, the pre-master students cannot complete the program within six months. Therefore, students of the pre-master program AI&ES who have obtained a minimum of 15 ECTS within the 1st semester ( Q1+Q2) of the pre-master program, may submit a request to expand their program with a maximum of 15 ECTS worth of master courses.

The credits obtained for master courses during the pre-master program may, at the request of the student, be recorded, retaining the grade and date of examination, on the students’ master transcript. In this way, the student will be able to already follow some courses of the master program AI&ES in the 2nd semester (Q3 and Q4), e.g., the core courses 5CTA0 Statistical signal processing4DM20 Engineering optimization and 1BM120 Decision making with artificial and computational intelligence. Please note, the pre-master program still needs to be finished within one year (max. two semesters).

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