{"id":71,"date":"2024-06-26T16:19:41","date_gmt":"2024-06-26T14:19:41","guid":{"rendered":"https:\/\/as-ai.org\/?page_id=71"},"modified":"2025-02-25T10:23:22","modified_gmt":"2025-02-25T09:23:22","slug":"all-courses","status":"publish","type":"page","link":"https:\/\/as-ai.org\/?page_id=71&lang=en","title":{"rendered":"Advanced course of Artificial Intelligence"},"content":{"rendered":"\n

The student can choose to attend all modules<\/strong> (Full School) or can select among different modules<\/strong> to build the personalized learning and training path based on her\/his project, learning needs, and interests.<\/p><\/div>\n\n\n\n

You can compute the cost of your personalised learning path through the Pre-enrollment form here<\/a>.<\/p><\/div>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\ud83c\udfeb MODULES<\/b><\/span><\/td>\n\u23f3HOURS<\/b><\/span><\/td>\n\ud83d\udcd6\u00a0COURSES<\/b><\/span><\/td>\n\u23f3 HOURS<\/b><\/span><\/td>\nTEACHER<\/b><\/span><\/td>\nPROPAEDEUTICITIES<\/b>
<\/b><\/span><\/td>\n<\/tr>\n
FULL SCHOOL<\/span><\/td>\n262<\/td>\nALL COURSES<\/span><\/td>\n262<\/td>\nAll<\/span><\/td>\n–<\/span><\/td>\n<\/tr>\n
INTRODUCTION AND SEMINARS<\/span>

<\/span>
<\/span>
<\/span>
<\/span><\/td>\n		16<\/td>\nIntroduction to the School and AI<\/td>\n4<\/td>\nBaldassarre \/ Caligiore<\/td>\nNo propadeuticity\u00a0<\/span>
\u00a0<\/span>
\u00a0<\/span>
\u00a0<\/span>

<\/span><\/td>\n<\/tr>\n
Job in the digital era<\/td>\n4<\/td>\nMorabito<\/td>\n<\/tr>\n
Prosthetics and biomedical robotics<\/td>\n4<\/td>\nZollo<\/td>\n<\/tr>\n
Robotics for Elder Care<\/td>\n2<\/td>\nFracasso\u00a0<\/td>\n<\/tr>\n
Collective Intelligence for Decision Support: Theory, Practice and Applications in Medical Diagnostics<\/td>\n2<\/td>\nTrianni<\/td>\n<\/tr>\n
PYTHON PROGRAMMING AND DEPLOYMENT<\/span>
\u00a0<\/span>
\u00a0<\/span><\/td>\n		38<\/td>\nPython, Basic programming tools (Anaconda, Colab)<\/td>\n28<\/td>\nTamantini<\/td>\n No propadeuticity<\/span>
\u00a0<\/span><\/td>\n<\/tr>\n
Application Versioning (github) and Deployment (docker, web app)<\/span><\/td>\n10<\/td>\nMoscatelli<\/td>\n<\/tr>\n
MATHS AND PROGRAMMING
\u00a0<\/span>
\u00a0<\/span>

\u00a0<\/span><\/td>\n		30<\/td>\nMaths for AI<\/td>\n12<\/td>\nBaldassarre<\/span><\/td>\nNo propaedeuticity<\/span>
\n

\u00a0<\/p>\n<\/td>\n<\/tr>\n

Linear Algebra for AI with Python<\/td>\n10<\/td>\nCaligiore<\/span><\/td>\n<\/tr>\n
Basic statistic for AI<\/td>\n4<\/td>\nCapirchio<\/span><\/td>\n<\/tr>\n
Probability theory for AI<\/td>\n4<\/td>\nCartoni<\/td>\n<\/tr>\n
MACHINE LEARNING BASICS \u00a0<\/span>
\u00a0<\/span><\/td>\n		58<\/td>\nBig data analysis with Pandas<\/td>\n8<\/td>\nCecconi<\/td>\n\n

\u00a0<\/p>\nPython programming and Deployment, Maths and programming<\/span>
\n

\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n

Numerical optimisation<\/td>\n8<\/td>\nCarli<\/td>\n<\/tr>\n
Machine Learning<\/td>\n28<\/td>\nMerone<\/td>\n<\/tr>\n
Elements of deep learning<\/td>\n14<\/td>\nCapirchio<\/td>\n<\/tr>\n
MACHINE LEARNING ADVANCED<\/td>\n70<\/td>\nDeep Learning for computer vision<\/td>\n12<\/td>\nCapirchio<\/td>\n\n

\u00a0<\/span><\/span><\/p>\n
\n

\u00a0<\/span><\/p>\n
\n

\u00a0<\/p>\n
\n

\u00a0<\/span><\/p>\nPython programming and Deployment, Maths and programming, Machine Learning Basics<\/span><\/span>
\n

\u00a0<\/span><\/p>\n
\n

\u00a0<\/span><\/p>\n
\n

\u00a0<\/span><\/p>\n
\n

\u00a0<\/span><\/span><\/p>\n<\/td>\n<\/tr>\n

AI Lab: ML vs deep network for motion perception<\/td>\n4<\/td>\nTamantini<\/td>\n<\/tr>\n
Natural Language Processing<\/td>\n12<\/td>\nReforgiato<\/td>\n<\/tr>\n
AI Lab: Deep networks for NLP<\/td>\n8<\/td>\nDePersis<\/td>\n<\/tr>\n
Time series analysis, Transformers<\/td>\n16<\/td>\nBacco \/ D’Antoni<\/td>\n<\/tr>\n
Data augmentation<\/td>\n4<\/td>\nD’Amore<\/td>\n<\/tr>\n
Large Language Models: prompting, RAG<\/td>\n8<\/td>\nBasile<\/td>\n<\/tr>\n
Development and Deployment of LLM Web App<\/td>\n6<\/td>\nGnocchi<\/td>\n<\/tr>\n
BRAIN MODELLING<\/td>\n34<\/td>\nAI for system neuroscience<\/td>\n4<\/td>\nBaldassarre \/ Caligiore<\/td>\n\n

\u00a0<\/span><\/p>\n

\u00a0<\/p>\n

Python programming and Deployment, Maths and programming<\/span><\/span><\/p>\n

\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n

Probabilistic computational models of brain<\/td>\n12<\/td>\nCartoni<\/td>\n<\/tr>\n
Firing-rate computational models of brain<\/td>\n12<\/td>\nBaldassarre<\/td>\n<\/tr>\n
Modelling brain disorders through differential equations<\/td>\n6<\/td>\nCaligiore<\/td>\n<\/tr>\n
ETHICAL AND LEGAL ASPECTS OF AI<\/td>\n12<\/td>\nAI impact: individual, social, and technological anchors when everything changes<\/td>\n8<\/td>\nBaldassarre<\/td>\n\n

\u00a0<\/span><\/p>\n

No propaedeuticity<\/span><\/p>\n<\/td>\n<\/tr>\n

EU and national AI legislation<\/td>\n4<\/td>\nFasano<\/td>\n<\/tr>\n
STUDENT ASSESSMENT<\/td>\n4<\/td>\nFinal students test<\/td>\n4<\/td>\nCaligiore<\/td>\n\n

\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

The student can choose to attend all modules (Full School) or can select among different modules to build the personalized learning and training path based on her\/his project, learning needs, and interests. You can compute the cost of your personalised learning path through the Pre-enrollment form here. \ud83c\udfeb MODULES \u23f3HOURS \ud83d\udcd6\u00a0COURSES \u23f3 HOURS TEACHER PROPAEDEUTICITIES … <\/p>\n

Leggi tutto “Advanced course of Artificial Intelligence”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-71","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/as-ai.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=71"}],"version-history":[{"count":78,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/71\/revisions"}],"predecessor-version":[{"id":1252,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/71\/revisions\/1252"}],"wp:attachment":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}