Data Science and Artificial Intelligence
The BSc programme Data Science and Artificial Intelligence is a 180 ECTS 3 year programme hosted at the Leiden Institute of Advanced Computer Science (LIACS).
First Year
| Course | EC | Semester 1 | Semester 2 |
|---|---|---|---|
|
Fall 2022 |
|||
| Calculus 1 | 3 | ||
| Studying and Presenting | 3 | ||
| Essentials of Computing Systems | 6 | ||
| Foundations of Computer Science | 6 | ||
| Introduction to Programming (BSc) | 6 | ||
| Linear Algebra for Computer Scientists 1 | 3 | ||
| Orientation of AI | 3 | ||
|
Spring 2023 |
|||
| Linear Algebra for Computer Scientists 2 | 3 | ||
| Algorithms and Data Structures | 6 | ||
| Databases | 6 | ||
| Introduction to Cognitive Science | 6 | ||
| Introduction to Logic | 6 | ||
| Calculus 2 | 3 | ||
Second Year
| Course | EC | Semester 1 | Semester 2 |
|---|---|---|---|
|
Fall 2022 |
|||
| Automata Theory | 6 | ||
| Human-Robot Interaction | 6 | ||
| Software Development | 6 | ||
| Symbolic AI | 6 | ||
| Statistics for Computer Scientists | 6 | ||
|
Spring 2023 |
|||
| Cognitive Robotics | 6 | ||
| Introduction to Behavioural Data Science | 6 | ||
| Introduction to Neural Computing | 6 | ||
| Machine Learning | 6 | ||
| Security | 6 | ||
Third Year
Free choise space
The "free choice space" of 30 ECTS can be filled with
One of the 30 ECTS minors offered by Leiden University, Delft University of Technology, or Erasmus University Rotterdam
With 5 courses of 6 ECTS from the electives listed below.
For the two situations listed above, no explicit permission needs to be asked. For any other way of filling the free choice space, prior permission will have to be obtained from the board of examners, who will assess based on coherence and level.
About the thirs year
- The Bachelorklas is a mandatory part of the the Bachelorproject.
| Course | EC | Semester 1 | Semester 2 |
|---|---|---|---|
|
Fall |
|||
|
Mandatory courses |
|||
| Software Engineering | 6 | ||
|
Choice between one of the following two courses |
|||
| Cognitive Neuroscience | 6 | ||
| Natural Language Processing | 6 | ||
|
Electives |
|||
| Minor | 30 | ||
| Cognitive Modelling | 6 | ||
| Cognitive Neuroscience | 6 | ||
| Creative AI | 6 | ||
| Human Computer Interaction and Information Visualization (Bsc) | 6 | ||
| Natural Language Processing | 6 | ||
| Introduction to Video Game Making | 6 | ||
| Natural Computing | 6 | ||
|
Spring |
|||
|
Mandatory courses |
|||
| AI & Ethics | 3 | ||
| Bachelorproject/Bachelorklas | 15 | ||
|
Electives |
|||
| Data Science | 6 | ||
| Introduction to Reinforcement Learning | 6 | ||
| Program Correctness | 6 | ||