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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
  • ZJA23KIAWS
    Avoin AMK, Tiko, Cloud Services Expert
  • ZJA23SIAWS
    Avoin AMK, Tiko, Cloud Services Expert
  • ZJA24KIAWS
    Avoin 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