The course (code: 39170-ENG) is devised for master students in MECHATRONICS AND SMART TECHNOLOGY ENGINEERING. At the end of the course, the student knows a wide range of typical data science problems in automation, as well as how to set up and solve a data science problem. In particular, the student is able to:
- Formulate a business problem as a data science problem;
- Formulate and solve regression and classification problems;
- Formulate and solve image analysis and object recognition problems;
- Identify a dynamical system;
- Evaluate the goodness of a model estimated from data;
- Visualize and present the results of a data science project.
The course provides 6 CFU.