• Edizioni di altri A.A.:
  • 2022/2023

  • Language:
    Italian 
  • Textbooks:
    Notes from the course
     
  • Learning objectives:
    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. 
  • Prerequisite:
    None.
     
  • Teaching methods:
    Lectures.
     
  • Exam type:
    Project.
     
  • Sostenibilità:
    It does not address issues related to environmental sustainability.
     
  • Further information:
    E-mail: parton@unich.it.
    Mobile phone: 349-5323-199.
     

-) Introduction to machine learning;
-) introduction to neural networks;
-) introduction to reinforcement learning;
-) applications;
-) introduction to Python+Keras;
-) implementation of the applications in Keras.

-) Introduction to machine learning;
-) introduction to neural networks;
-) introduction to reinforcement learning;
-) applications;
-) introduction to Python+Keras;
-) implementation of the applications in Keras.

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email: info@unich.it
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