Curricula

Objective

The project offers an opportunity to gain valuable experience in project management, data processing, development of machine learning models, and clear presentation of project results. The goal is to develop project working skills and apply the skills in data analytics projects.

EUR-ACE Knowledge and Understanding
You understand how a data analytics project is implemented.

EUR-ACE Communication and teamwork
You can apply your skills in different areas of the project, which helps to develop your project working skills.

EUR-ACE Engineering practice
You gain valuable experience in project management, data processing, development of machine learning models and clear presentation of results. You know how to plan a project, collect and clean data, and analyze and report project results.

Content

In this course, you will gain valuable experience in project management, data handling, machine learning model development, and clear presentation of project results. The goal is to enhance your project work skills and apply your knowledge in data analytics projects. By the end of the course, you will understand how to execute a data analytics project, plan the project, collect and clean data, and analyze and report the results. This course equips you with the ability to work effectively in various aspects of a project and develop your project work skills.

Project management and workflow
Data processing in the project
Using statistical methods
EDA (Exploratory data analysis)
Advanced, interactive visualization methods
Reporting and presentation of results

Assessment criteria, satisfactory (1)

Sufficient (1)
You know how to work in one of the areas of the project. You know other aspects of the project. You know how to handle data. You can report some project results.

Satisfactory (2)
You can apply your skills in some areas of the project and work in a group. You know the areas of the project. You know how to collect and clean data. You can interpret and report some project results.

Assessment criteria, good (3)

Good (3)
You can apply your skills in different areas of the project and work in a group. You know how to plan aspects of the project. You know how to collect and clean data and illustrate the results. You can illustrate and report project results.

Very good (4)
You can apply your skills in different areas of the project and work smoothly in a group. You know how to plan a project. You know how to collect and clean data and draw conclusions from the results. You can analyze and report the results of the project taking into account the business problem.

Assessment criteria, excellent (5)

Excellent (5)
You can apply your skills in different areas of the project and, if necessary, lead a team. You know how to plan a project based on a business problem. You know how to collect and clean data and explain the results. In the report, you can explain the results of the project based on the business problem.