{"id":990318,"date":"2025-02-06T21:18:34","date_gmt":"2025-02-06T20:18:34","guid":{"rendered":"http:\/\/computer.ing.unipi.it\/masters-degree-programme-in-artificial-intelligence-and-data-engineering-a-a-2024-25\/"},"modified":"2026-03-10T15:02:10","modified_gmt":"2026-03-10T14:02:10","slug":"masters-degree-programme-in-artificial-intelligence-and-data-engineering-a-a-2024-25","status":"publish","type":"page","link":"https:\/\/computer.ing.unipi.it\/en\/masters-degree-programme-in-artificial-intelligence-and-data-engineering-a-a-2024-25\/","title":{"rendered":"Study Plan of the Master’s Degree in Artificial Intelligence and Data Engineering"},"content":{"rendered":"\t\t
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Study
Plan<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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A.A. 2025\/26<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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LM-32 - Artificial Intelligence and Data Engineering<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Please note: compulsory activities are in English, while optional activities can be conducted in English or Italian.<\/strong> <\/span><\/p>

The total number of CFUs awarded in English is sufficient to complete the programme and earn the degree, so knowledge of Italian is not a prerequisite.<\/strong> <\/span><\/p>

However, teaching activities relating to the basic subjects of computer engineering<\/strong>, intended for admitted students who do not have a strong background in this field of study, are only taught in Italian<\/strong>.<\/span><\/p>

At the time of enrollment, each student is required to submit a personal study plan. To submit the study plan for approval by the Degree Program Board, it is necessary to complete the appropriate form available in the Reserved Area.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tFind out how to register<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Looking for curricula from previous years? See the archive <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tStudy plan archive<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The extended study plan can be consulted by visiting the university website<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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YEAR 1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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MANDATORY<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Course<\/th>Module<\/th>SSD<\/th>ECTS<\/th>Semester<\/th>\n<\/tr>\n<\/thead>\n
[878II] - DATA MINING AND MACHINE LEARNING<\/a><\/td>Fundamentals<\/td>ING-INF\/05
\n<\/td>		6<\/td>1<\/td>\n<\/tr>\n
[878II] - DATA MINING AND MACHINE LEARNING<\/a><\/td>Advanced<\/td>ING-INF\/05<\/td>6<\/td>2<\/td>\n<\/tr>\n
[883II] - LARGE-SCALE AND MULTI-STRUCTURED DATABASES<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>1<\/td>\n<\/tr>\n
[696AA] - OPTIMIZATION METHODS AND GAME THEORY<\/a><\/td><\/td>MAT\/09<\/td>6<\/td>1<\/td>\n<\/tr>\n
[876II] - CLOUD COMPUTING<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>2<\/td>\n<\/tr>\n
[875II] - BUSINESS AND PROJECT MANAGEMENT<\/a><\/td><\/td>ING-IND\/35<\/td>9<\/td>2<\/td>\n<\/tr>\n
Elective courses from Group A<\/td><\/td>-<\/td>15<\/td>1\/2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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YEAR 2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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MANDATORY<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Course<\/th>Module<\/th>SSD<\/th>ECTS<\/th>Semester<\/th>Prerequisites<\/th>\n<\/tr>\n<\/thead>\n
[877II] - COMPUTATIONAL INTELLIGENCE AND DEEP LEARNING<\/a><\/td><\/td>ING-INF\/05
\n<\/td>		6<\/td>1<\/td>DATA MINING AND MACHINE LEARNING<\/td>\n<\/tr>\n
[888II] - PROCESS MINING AND INTELLIGENCE<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>1<\/td><\/td>\n<\/tr>\n
[886II] - MULTIMEDIA INFORMATION RETRIEVAL AND COMPUTER VISION<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>1<\/td><\/td>\n<\/tr>\n
Elective Course (free choice)<\/td><\/td>-<\/td>9<\/td>-<\/td><\/td>\n<\/tr>\n
[893II] - SYMBOLIC AND EVOLUTIONARY ARTIFICIAL INTELLIGENCE<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>2<\/td>DATA MINING AND MACHINE LEARNING<\/td>\n<\/tr>\n
Final Examination (Thesis)<\/td><\/td>-<\/td>24<\/td>2<\/td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Choice Activities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Activities of choice from Group A (15 CFU)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Course<\/th>Module<\/th>SSD<\/th>ECTS<\/th>Year<\/th>Semester<\/th>\n<\/tr>\n<\/thead>\n
Computer Engineering Area (advanced subjects)<\/td>\n<\/tr>\n
[592II] - PERFORMANCE EVALUATION OF COMPUTER SYSTEMS AND NETWORKS<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>1<\/td>\n<\/tr>\n
[880II] - FOUNDATIONS OF CYBERSECURITY<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>2<\/td>\n<\/tr>\n
[885II] - MOBILE AND SOCIAL SENSING SYSTEMS<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>-<\/td>2<\/td>\n<\/tr>\n
[879II] - DISTRIBUTED SYSTEMS AND MIDDLEWARE TECHNOLOGIES<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>-<\/td>1<\/td>\n<\/tr>\n
[882II] - INTERNET OF THINGS<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>2<\/td>\n<\/tr>\n
Computer Engineering Area (basic subjects)<\/td>\n<\/tr>\n
[892II] - SISTEMI OPERATIVI<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>1<\/td>\n<\/tr>\n
[890II] - RETI INFORMATICHE<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>1<\/td>\n<\/tr>\n
[889II] - PROGRAMMAZIONE AVANZATA<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>-<\/td>1<\/td>\n<\/tr>\n
[874II] - BASI DI DATI<\/a><\/td><\/td>ING-INF\/05<\/td>9<\/td>-<\/td>2<\/td>\n<\/tr>\n
[873II] - ALGORITMI E STRUTTURE DATI<\/a><\/td><\/td>ING-INF\/05<\/td>6<\/td>-<\/td>2<\/td>\n<\/tr>\n
Information Engineering area<\/td>\n<\/tr>\n
[884II] - METODI DI FORMAZIONE E DI ELABORAZIONE DELLE BIOIMMAGINI<\/a><\/td><\/td>ING-INF\/06<\/td>6<\/td>-<\/td>1<\/td>\n<\/tr>\n
[891II] - ROBOTICA E MACCHINE INTELLIGENTI<\/a><\/td><\/td>ING-INF\/04<\/td>6<\/td>-<\/td>2<\/td>\n<\/tr>\n
Business Management area<\/td>\n<\/tr>\n
[881II] - GESTIONE DELL\u2019INNOVAZIONE<\/a><\/td><\/td>ING-IND\/35<\/td>6<\/td>-<\/td>2<\/td>\n<\/tr>\n
Business Law area<\/td>\n<\/tr>\n
[431NN] - DIRITTO DELL\u2019INFORMATICA<\/a><\/td><\/td>IUS\/01<\/td>6<\/td>-<\/td>2<\/td>\n<\/tr>\n
Mathemathics area<\/td>\n<\/tr>\n
[697AA] - STATISTICA<\/a><\/td><\/td>MAT\/06<\/td>6<\/td>-<\/td>1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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FREE CHOICE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Student Free Choice Activities (9 CFU)<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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For the student\u2019s free-choice activities, any decision is subject to the prior approval of the Course Council.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t

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Would you like to know more about the Department of Computer Engineering's educational proposal? Write to us at <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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