Artificial intelligence and machine learning in the cloud (Amazon Web Services)Laajuus (5 cr)
Code: HT00BY46
Credits
5 op
Responsible person
- Juha-Tapio Teno
Objective
This course introduces students to the concepts and terminology of artificial intelligence (AI) and machine learning (ML). By the end of this course, students will be able to select and apply ML services to resolve business problems. They will also be able to label, build, train, and deploy a custom ML model.
In the course, the students will familiarise and utilise artificial intelligence and machine learning services with image- and optical character recognition and forecasting services in the cloud. The course enables students to understand the potential of cloud-based AI and machine learning services in a digital operating environments.
Content
Artificial intelligence and machine learning services in the cloud (AWS).
- document analysis
- forecasting
- image recognition
- other current/relevant AI and machine learning services
Assessment criteria, approved/failed
- Assignments done
- Learning diary returned
- Exam completed successfully with a passing grade
Materials
AWS Academy Materials, Course material written by the teacher as well as selected online resources.
Timing
20.02.2023 - 31.12.2024
Number of ECTS credits allocated
5 op
Virtual portion
5 op
Mode of delivery
Online learning
Unit
School of Business
Teaching languages
- Finnish
Teachers
- Heikki Sateila
- Juha-Tapio Teno
- Sulaymon Tajudeen
Groups
-
ZJA23KIAWSAvoin AMK, Tiko, Cloud Services Expert
-
ZJA23SIAWSAvoin AMK, Tiko, Cloud Services Expert
-
ZJA24KIAWSAvoin AMK, Tiko, Cloud Services Expert
Objectives
This course introduces students to the concepts and terminology of artificial intelligence (AI) and machine learning (ML). By the end of this course, students will be able to select and apply ML services to resolve business problems. They will also be able to label, build, train, and deploy a custom ML model.
In the course, the students will familiarise and utilise artificial intelligence and machine learning services with image- and optical character recognition and forecasting services in the cloud. The course enables students to understand the potential of cloud-based AI and machine learning services in a digital operating environments.
Content
Artificial intelligence and machine learning services in the cloud (AWS).
- document analysis
- forecasting
- image recognition
- other current/relevant AI and machine learning services
Evaluation scale
0-5
Evaluation criteria, pass/failed
- Assignments done
- Learning diary returned
- Exam completed successfully with a passing grade