- Docente: Elena Morotti
- Credits: 4
- Language: Italian
- Teaching Mode: Traditional lectures
- Campus: Forli
- Corso: Second cycle degree programme (LM) in International Relations and Diplomatic Affairs (cod. 9247)
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from Oct 05, 2022 to Nov 16, 2022
Course contents
This workshop presents students a wide overview of the Data Science discipline. It focuses on processing techniques for structured data and on the introduction of the different approaches characterizing machine learning.
More in details, the course contents are:
- Introduction to Data Mining;
- Introduction to programming in R;
- Presentation and implementation of Exploratory Data Analysis;
- Presentation and implementation of classification techniques for Big Data;
- Introduction of clustering techniques.
Topics will be introduced theoretically but also verified in R-based softwares during the laboratory hours.
Readings/Bibliography
ROBERT, I., et al. "R in action: data analysis and graphics with R". 2011.
Teaching methods
Lectures and Laboratory lessons.
It is necessary to previously attend the online courses on health and safety for students of University of Bologna, "module 1" and "module 2", available at https://elearning-sicurezza.unibo.it/?lang=en
Assessment methods
Evaluation of a final project.
Teaching tools
Slides by the teacher
Office hours
See the website of Elena Morotti