Machine Learning
Undergraduate course
- ECTS credits
- 10
- Teaching semesters
- Spring
- Course code
- INFO284
- Number of semesters
- 1
- Teaching language
- English
- Resources
- Schedule
Course description
Objectives and Content
Learning Outcomes
A student who has completed the course should have the following learning outcomes defined in terms of knowledge, skills and general competence:
Knowledge
The candidate
- has theoretical knowledge about the principles of machine learning
- has a basic understanding of the contemporary machine learning algorithms
- has a broad knowledge about the use of machine learning in data analysis, its advantages and limitations
Skills
The candidate
- can analyze and design machine learning solutions for data analysis applications
Level of Study
Semester of Instruction
Required Previous Knowledge
Recommended Previous Knowledge
Credit Reduction due to Course Overlap
Access to the Course
The course is open to students with admission to study at UiB.
The course has 200 study places and enrolment is based on application in StudentWeb.
Students who have this course as a compulsory part of their study plan will have priority access.
The application deadline is Monday week 2.
You will receive confirmation of whether you received a seat no later than Thursday the same week as the deadline.
Teaching and learning methods
Compulsory Assignments and Attendance
Participation: compulsory attendance at labs (at least 75%).
Approved compulsory requirements are not valid beyond the semester when they are approved.
Forms of Assessment
- Group assignment where students demonstrate their ability to analyze and design machine learning solutions (30% of grade)
- 2 hour digital school exam (70% of grade) - multiple choice exam
The exam assignment will be given in the language of instruction in the course. The exam answer must be submitted in the same language as the exam assignment.
Grading Scale
Assessment Semester
Assessment only in teaching semester.
Students with valid absence as defined in the UiB regulations ยง 5-5 can apply for an extended submission deadline to eksamen.infomedia@uib.no. The application must be submitted before the deadline for submission has expired.