In the DUCK
The course will have 3 modules: Problem analysis, Data analysis, Data communication), fulfilling needs of teachers and trainers, tested in CPD adult, VET HE environment.
It aims to be universal: addressing
After the course teachers and trainers will gain:
- Ability to define Problem: Investigate the problem in order to better understand the goals of the project;
- Ability to state and refine the question;
- Ability to understand inputs: Data, Concepts, Attributes, Examples;
Ability to understand potential knowledge representations of the solution; Tables, Linear Models, Trees, Rules, Clusters; - Ability to get and clean data (find different file types; extract data; organize, merge and manage the data);
- Ability to explore/understand statistics and probability;
- Ability to understand data with visualization;
- Ability to understand data with descriptive statistics;
- Ability to use basic tools to analyze data;
- Ability to interpret the results;
- Ability to prepare presentation of results;
- Ability to create visualisations of the results (including data storytelling and info graphics);
- Ability to use basic tools to present data;
- Ability to efficiently communicate the results to target audience, with appropriate content, style and attitude.