Curricula

Objective

The project offers an opportunity to design and implement an artificial intelligence project where you can apply machine learning and deep learning methods to practical business applications. The goal is to develop project working skills and apply the skills in machine learning projects.

EUR-ACE Knowledge and Understanding
You understand how a data-driven project using machine learning and deep learning is implemented.

EUR-ACE Communication and teamwork
You know how to plan and implement an artificial intelligence project and work in a project team.

EUR-ACE Engineering practice
You get practical experience with artificial intelligence applications and project management. You know how to apply machine learning methods in a practical project. You can analyze and report project results.

Content

In this course, you will have the opportunity to design and implement an AI project, applying machine learning and deep learning methods to practical business applications. The goal is to enhance your project work skills and apply your knowledge in machine learning projects. By the end of the course, you will understand how to execute a data-driven project using machine learning and deep learning, and be able to design and implement an AI project while working effectively in a project team. You will gain practical experience in AI applications and project management, apply machine learning methods in practical projects, and analyze and report project results.

Design and implementation of the application project
Project management and resource management
Application of machine learning and deep learning methods
Reporting and presentation of results

Qualifications

Basics of programming

Assessment criteria, satisfactory (1)

Sufficient (1)
You know how to work in one of the areas of an artificial intelligence project. You are familiar with machine learning methods. You can report some project results.

Satisfactory (2)
You can apply your skills in the areas of the artificial intelligence project and work in a group. You know how to use a machine learning method. You can interpret and report some project results.

Assessment criteria, good (3)

Good (3)
You can apply your skills in the areas of an artificial intelligence project and work in a project team. You know how to apply machine learning methods. You can interpret and report project results.

Very good (4)
You can apply your skills in different areas of an artificial intelligence project and perform development work in the project team. You can apply several machine learning methods and draw conclusions from the results. You can analyze and report project results.

Assessment criteria, excellent (5)

Excellent (5)
You can apply your skills in different areas of an artificial intelligence project and lead a project team and justify your solutions. You can apply machine learning methods to solve business problems and interpret the results. In the report, you can explain the results of the project based on the business problem.