Data Science
In today's world, technology is an integral part of our daily lives, from simple tasks like grocery shopping to complex professional practices. This technological integration generates vast amounts of data, making data science a crucial skill for students across all disciplines, not just IT.
Why choose the Data Science Minor?
1. Comprehensive Skill Development: This minor equips you with essential skills to handle and analyze data, preparing you for data-driven decision-making in your future career. You'll learn about current trends in data science, cutting-edge technology, statistics, and machine learning.
2. Real-World Experience: Gain hands-on experience through interdisciplinary group projects that mirror real-world data science challenges. You'll work with peers from various academic backgrounds, enhancing your ability to collaborate and innovate.
3. Research and Innovation: Learn how to navigate the research field, approach research papers, and stay updated with the latest advancements. This minor emphasizes the importance of continuous learning, ensuring you remain competitive in the ever-evolving field of data science.
4. Practical Applications: Understand how to manage and utilize the growing amounts of data in both corporate and governmental contexts. You'll explore the challenges of data management and the ethical considerations of data privacy.
5. Career Readiness: By promoting interdisciplinary learning and practical experience, this minor prepares you to tackle real-world problems. You'll become a competitive candidate in the job market, ready to contribute to any organization.
Join the Data Science Minor and Become a Lifelong Learner!
Embrace the opportunity to develop your skills, work on real-life projects, and stay ahead in the data-driven world. This minor will not only enhance your academic journey but also equip you with the tools to excel in your professional career.
Leerdoelen
Content & programme
This minor lasts the entire Semester and consists of two learning periods. In the first period students will have two subjects, namely Data Visualisation and Statistics. This will be accompanied by a project.
In the second period students will have two new subjects: Data Mining Machine Learning and Ethics & Privacy. Moreover, the project from Period 1 will be continued.
Learning goals
After completing the minor, you will be able to create added value by using large amounts of complex data.
- You will be able to work with data (clean, organize and prepare it).
- You will be able to apply methods, techniques, and tools to data sources, and can carry out a statistical analysis of a dataset and understand the underlying relationship between variables.
- You will be able to understand how important domain knowledge is in the field of data science and how you will be able to use your knowledge to navigate different domain studies.
- You will be able to select, apply, and evaluate Machine Learning algorithms.
- You will be able to successfully execute the phases of a Data Science project cycle: define objectives for the problem (domain), data elicitation, data cleaning, exploration/visualization, feature engineering, model selection/evaluation, and communication of results (application or other product).
- You will be able to analyze data aspects and relate them to your domain knowledge, and you will be able to recognize potential data pitfalls, with applications in ethics and privacy.
Ingangseisen
This minor is suitable for students of the Computer Science program, but also for students of CMGT, CMD, TI and BI and other students who are interested in this subject. Students from different faculties and different Hogescholen are welcome.
Students should have basic knowledge about programming, as this minor we will use Python.
Toetsing
This minor has 5 different subjects. Four of those are regular courses and the fifth is a large project that lasts the entire duration of the minor. The examination will be dependent on the subjects but students can expect exams, assignments and presentations.
Aanvullende informatie
Follow our information session!
This information session is an interactive online meeting in Teams. You can join on your mobile phone, laptop or tablet.
We'll start with a short presentation about the minor. We will also show you some work of previous students. After that there is time for questions.
Click on the date you prefer to join the information session.
Monday 31th of March from 18.15 till 19.00h
REGISTRATION PROCESS
Are you a student from another educational institution and you want to take a minor at Rotterdam University of Applied Sciences, you can apply in 2 steps as follows:
1) Register for the minor of your choice via the blue button Enroll. You can find this button at the top right of the minor's page.
Download and fill in the learning agreement.
Submit this learning agreement to the Exam Board of your study programme.
Once the Board of Examiners has given its approval, please register for the minor in step 2 no later than 23-05-2025.
2) After approval, register in OSIRIS Aanmelding of Rotterdam University of Applied Sciences via the link below (create an account first).
https://osiris.hr.nl/osiris_aanmeld_hrprd/WelkomPagina.do?proces=KOM2509&opleiding=MINOR-CMI-VT+00
Part of the registration process is to upload the following documents:
- The learning agreement signed by you and by your institution;
- A scan or photo of your passport or ID card.
You will receive a message from Rotterdam University of Applied Sciences whether your application has been positively assessed or not.
In OSIRIS Aanmelding, you must also upload the Evidence Paid Tuition Fee (BBC) for the academic year in which you want to follow the minor. You can request the BBC from your institution after you have signed or issued an authorization for the payment of the tuition fees for the academic year in which you want to take the minor.
You will receive a message from Rotterdam University of Applied Sciences when your application has been approved.