Artificial Intelligence and Machine Learning (5 cr)
Code: IME22LE08-3001
General information
Enrollment
15.06.2023 - 27.08.2023
Timing
28.08.2023 - 18.11.2023
Number of ECTS credits allocated
5 op
Mode of delivery
Contact teaching
Unit
Faculty of Technology and Seafaring
Campus
Vasa, Wolffskavägen 33
Teaching languages
- English
Teachers
- Mats Braskén
- Ray Pörn
Groups
-
IME22HP-VIndustrial Management and Engineering, 2022, part-time studies
Objective
The students are introduced to artificial intelligence (AI) and machine learning (MI) concepts and applications in the field of Industrial Management and Engineering. The students will gain insights into the analysis process that starts with problem identification and data collection, continues with choice of appropriate tools and ends with an evaluation of the results. During the course the student is given the opportunity to apply the lessons learnt to a problem from their own day-to-day work environment.
Content
The course seeks to answer the following questions:
- What is AI and ML?
- Where and how are AI and ML learning used today?
- What added value can AI and ML bring to Industrial
Management and Engineering?
- How are different models created for AI and ML?
- What methods and tools are used within AI and ML?
- How are the results of AI and ML evaluated?
Evaluation scale
H-5
Qualifications
See Study Handbook 12-2018, page 17