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Principles of Artificial Intelligence, Machine Learning and Deep Learning with examples of applications in the context of nutrition

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Published: June 5, 2024 Event date: June 27, 2024
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Promoted by Dr Daniele Pala, a full day dedicated to providing an overview of artificial intelligence, machine learning and deep learning, with focus on commonly used algorithms and examples of applications in the context of the topics of interest for the OnFoods project consortium. On the 27th June 2024 from 10:30 AM to 4:30 PM, at the Faculty of Engineering, University of Pavia.

Main objectives:

  1. explain the main concepts at the basis of artificial intelligence, with special emphasis on machine learning and deep learning;
  2. provide an overview of some of the main procedures and algorithms, demonstrating their high versatility;
  3. provide some examples of applications in the context of nutrition.

Programme

10:30—11:00
Guests gathering and opening

11:00—13:00
Morning session
Quick recap of the past AI courses
Principles of Artificial Intelligence, main algorithms and state of the art
Practical examples of machine learning algorithms for clustering and classification
Discussion

13:00—14:15
Lunch break

14:15—16:15
Afternoon session
Presentation of the Orange Data Mining tool
Implementation of machine learning algorithms in practice: guided hands-on tutorial using Orange (your personal computer is required to properly follow the guided activity)

16:15—16:30
Closing

Useful information to participate

Meeting Address: Faculty of Engineering (La Nave), Via Angelo Ferrata 5, 27100 Pavia, Italy.
Room: "Magenta" Seminar Room, Floor D, Main Teaching Building.

Contacts for more information
daniele.pala@unipv.it
pietro.bosoni@unipv.it
angela.disomma@unina.it
giulia.viroli@unipv.it 

This blog post is related to

Spoke 06

Tackling malnutrition

To restore resilience and defeat malnutrition

Lead organisationUniPv

Spoke leaderHellas Cena

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