Bachelor of Engineering in Machine Learning and Data Engineering
Lapland University of Applied Sciences (LAPIN AMK)
Key Information
Campus location
Rovaniemi, Finland
Languages
English
Study format
On-Campus
Duration
4 years
Pace
Full time
Tuition fees
EUR 9,500 *
Application deadline
Request info
Earliest start date
Aug 2024
* the amount of tuition fees depends on the starting year of your studies
Introduction
The Degree Program in Engineering will provide you with the skills and knowledge to work as a machine learning and data engineering specialist.
The main emphasis and specialization areas in the program are machine learning and data engineering.
This engineering program gives you the qualification to work in expert positions or as an entrepreneur in the field of machine learning and data management in local and international operating environments.
The program is carried out in close cooperation with the northern industry and business sectors. You get to study various areas of machine learning and AI, such as programming, mathematical methods, algorithm design, and data collection from sensors to cloud technologies. You will get to know IoT and automation systems too. You will also learn how to work on projects as a specialist and also manage projects. You will gain practical expertise to help you work in various challenging international operating environments.
Finnish language studies are a key part of the studies. In the development of machine-based data processing and decision-making, you will take into account a responsible and value-based perspective. In your studies, you will develop your foresight skills and find new ways to strengthen responsible and data-driven businesses. The studies include guided and goal-oriented practical training. The educational institute and companies will guide the development of your competence towards common, predetermined goals.
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Scholarships and Funding
Scholarships at Lapland University of Applied Sciences for international degree programme students from outside the EU and EEA states.
Scholarships for a Bachelor’s degree programme:
At Lapland UAS, the annual tuition fee for international students from outside the EU and EEA states is EUR 9,500 per academic year.
Third year students
A student receives a scholarship on the basis of completing the Finnish assessment test and the progress of studies. The student must have completed at least 120 credits after the second year. Students who have achieved level 2 or 3 in language proficiency and made progress in their studies will receive a scholarship of EUR 4,750. The results of assessment tests completed during studies will be accepted.
Fourth year students
A student receives a scholarship on the basis of completing the Finnish assessment test and the progress of studies. The student must have completed at least 180 credits after the third year. Students who have achieved level 3 in language proficiency and made progress in their studies will receive a scholarship of EUR 1,500 in degree programmes of 210 credits and EUR 3,000 in degree programmes of 240 credits. The results of assessment tests completed during studies will be accepted.
Discretionary scholarships:
Lapland UAS may provide a discretionary scholarship for students from outside the EU and EEA states accepted through a separate application process for completing their studies when the student has completed all studies with the exception of the thesis. The scholarship (50% of the annual tuition fee) will be provided retroactively if the student can complete their degree within the target time. The discretionary scholarship is subject to a separate application process.
Tuition fee for a Master’s degree programme:
At Lapland UAS, the annual tuition fee for international students from outside the EU and EEA states is EUR 9,500 per academic year. There are no scholarships for Master's students.
Application:
The scholarship policies defined here apply to students selected for their studies in 2024.
Curriculum
Core Competences (Choose all)
- Start your UAS studies
- Seminar: Machine Learning and Data Engineering
Mathematics and Natural Sciences (Choose all)
- Algebra, geometry, and trigonometry
- Probability, Statistics, and Optimization
- Linear Algebra
- Electromagnetism
Data and Programming (Choose all)
- Introduction to Programming
- Web Programming
- Introduction to Data Management
- Introduction to Data Analytics
- Introduction to Machine Learning Methods
- Algorithms and Data Structures
- Project: Data Analytics and Visualization
Intelligent Systems (Choose all)
- ICT infrastructure and Computer Technology
- Electronics
- Electronics in IoT
- Robotics
- Project: Internet of Things (IoT)
- Project: Robotics and Artificial Intelligence (AI)
Business and Management (Choose all)
- Business Skills and Entrepreneurship
- Industrial Engineering
- Data in Business Development
- Emerging Technologies
- Project: Startup and Business Development
Finnish Language (Choose ects: 0)
- Finnish 1
- Finnish 2
- Finnish 3
- Finnish 4
English and Swedish Languages (Choose ects: 0)
- English for ICT-engineers
- Swedish for ICT-engineers
- Communication Skills
- English for ICT engineers 2
- Swedish Oral Skills
- Swedish Written Language
Internships (Choose all)
- Basic Internship 1
- Basic Internship 2
- Professional Internship 1
- Professional Internship 2
- Advanced Professional Internship 1
- Advanced Professional Internship 2
Free-choice Elective Studies (Choose ects: 10)
Profiling Competences (Choose all)
Machine Learning and Data Engineering (Choose all)
- Cloud-Based Machine Learning
- Advanced Data Analytics
- Advanced Data Management
- Deep Learning
- Advanced Machine Learning Methods
- Reinforcement Learning
- Project: Data Engineering and Machine Learning
- Project: Machine Learning and AI
Research and Development Competences (Choose all)
- Research Methods
- Planning Phase of the Bachelor´s Thesis
- Implementation Phase of the Bachelor´s Thesis
- Finishing Phase of the Bachelor´s Thesis
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
Program Outcome
- Good language skills are highly valued in working life.
- You learn to work in multicultural teams.
- You will start creating your international, professional networks already during your studies.
- You will improve your language skills.
Program Tuition Fee
Career Opportunities
Engineers may work in the following positions, for example:
- Project Specialist
- Data Engineer
- Software Engineer
- Machine Learning Specialist
- Artificial Intelligence Developer