Introduce the basic principles of machine learning.
EXPECTED LEARNING OUTCOMES
KNOWLEDGE AND UNDERSTANDING SKILLS:
At the end of the teaching the student will have to:
-) understand basics of machine learning;
-) understand the differences between the different basic principles;
-) know the most important models.
APPLIED KNOWLEDGE AND UNDERSTANDING:
At the end of the teaching the student should be able to:
-) understand if a certain problem can be solved with a certain technique;
-) formalize a problem;
-) operate in the field of machine learning.
COMMUNICATION SKILLS:
At the end of the teaching, the student should be able to expound on the concepts learned, using correct and precise language.
ABILITY TO LEARN:
At the end of the teaching the student should be able to read texts and research articles.