AI and Machine Learning (5 cr)
Code: 5000BO52-3003
General information
Enrollment
01.08.2021 - 05.09.2021
Timing
06.09.2021 - 22.12.2021
Number of ECTS credits allocated
5 op
Mode of delivery
Contact teaching
Unit
Engineering and Business
Teaching languages
- English
Degree programmes
- Degree Programme in Information and Communication Technology
Teachers
- Pertti Ranttila
Teacher in charge
Pertti Ranttila
Groups
-
PTIVIS19HTerveysteknologia
-
PTIVIS19OSoftware Engineering and Project Management
-
PTIVIS19TData Networks and Cybersecurity
-
PTIVIS19SEmbedded software and IoT
-
PTIVIS19PGame and Interactive Technologies
Objective
After completing the course, the student
* knows the basic terminology related to Artificial Intelligence (AI).
* understands the limits of AI, where and when AI can help solve problems.
* can evaluate what kind of problems are applicable to AI and can use programming libraries to solve easy ones.
Content
· Programming recap
· What is AI?
· AI problem solving
· Statistics for Real World AI
· Machine Learning
· Neural Networks
· Applications
Evaluation scale
H-5
Qualifications
Basic Programming skills