AI and Machine Learning (5 cr)

Code: 5000BO52-3003

General information

Enrollment: 01.08.2021 - 05.09.2021
Registration for the implementation has ended.

Timing: 06.09.2021 - 22.12.2021
Implementation has ended.

Number of ECTS credits allocated: 5 cr

Local portion: 5 cr

Mode of delivery: Contact learning

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: PTIVIS19H
Terveysteknologia; PTIVIS19P
Game and Interactive Technologies; PTIVIS19S
Embedded software and IoT; PTIVIS19T
Data Networks and Cybersecurity; PTIVIS19O
Software Engineering and Project Management

Course: 5000BO52

No reservations found for realization 5000BO52-3003!

Evaluation scale

H-5

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

Qualifications

Basic Programming skills