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    • Curriculum

    Curriculum

    Semester Curriculum for 1st Year – Integrated Preparatory Cycle in Digital Engineering
    Semester 1
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    IN 11-1 Computer Sciences (CS11) IN 11-11 Data Structures & Algorithms 56,25 22,5 11,25 22,5 3 6 1,5 3   X
    IN 11-12 Programming I (Python) 22,5 0 0 22,5 3 1,5 X  
    IN 11-2 Mathematics and  Statistics  (MS11) IN 11-21 Algebra I 45 22,5 22,5 0 3 9 1,5 4,5   X
    IN 11-22 Calculus I 45 22,5 22,5 0 3 1,5   X
    IN 11-23 Probability and Statistics I 45 22,5 22,5 0 3 1,5   X
    IN 11-3 Artificial Intelligence (AI 11) IN 11-31 Fundamentals of Artificial Intelligence 33,75 22,5 0 11,25 3 6 1,5 3   X
    IN 11-32 Computational Logic 37,5 22,5 0 15 3 1,5   X
    IN 11-4 Sciences, Technology and Engineering (STE11) IN 11-41 Logic systems 37,5 22,5 0 15 2 6 1 3   X
    IN 11-42 Mechanical physics 33,75 22,5 11,25 0 2 1   X
    IN 11-43 Electricity 48,75 22,5 11,25 15 2 1   X
    IN 11-5 Humanities, Arts and Entrepreneurship (HAE11) IN 11-51 Study Skills I 22,5 15 7,5 0 1,5 3 1 2 X  
    IN 11-52 Technical English I 22,5 15 7,5 0 1,5 1 X  
    Total       450 232,5 116,25 101,25 30 30 15,5 15,5    
     
    Semester 2
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    IN 12-1 Computer Sciences (CS12) IN 12-11 DataBase 37,5 22,5 0 15 2 6 1 3   X
    IN 12-12 Object Oriented Programming OOP (C++) 37,5 22,5 0 15 2 1   X
    IN 12-13 Operating Systems 37,5 22,5 0 15 2 1   X
    IN 12-2 Mathematics and  Statistics  (MS12) IN 12-21 Algebra II 45 22,5 22,5 0 3 9 1,5 4,5   X
    IN 12-22 Calculus II 45 22,5 22,5 0 3 1,5   X
    IN 12-23 Probability and Statistics II 33,75 22,5 11,25 0 3 1,5   X
    IN 12-3 Artificial Intelligence (AI12) IN 12-31 Data preprocessing 30 22,5 0 7,5 3 6 1,5 3   X
    IN 12-32 Problem Resolution 37,5 22,5 0 15 3 1,5   X
    IN 12-4 Sciences, Technology and Engineering (STE12) IN 12-41 Electronics 30 22,5 0 7,5 2 6 1 3   X
    IN 12-42 Antenna & Wave Propagation 30 22,5 0 7,5 2 1   X
    IN 12-43 Physics 41,25 22,5 11,25 7,5 2 1   X
    IN 12-5 Humanities, Arts and Entrepreneurship (HAE12) IN 12-51 Study Skills II 22,5 15 7,5 0 1,5 3 1 2 X  
    IN 12-52 Technical English II 22,5 15 7,5 0 1,5 1 X  
    Total       450 277,5 82,5 90 30 30 15,5 15,5    
     
    Semester Curriculum for 2nd Year – Integrated Preparatory Cycle in Digital Engineering
    Semester 1
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    IN 21-1 Computer Sciences (CS21) IN 21-11 UNIX programming environment 37,5 22,5 0 15 2 6 1 3   X
    IN 21-12 Software Design & Architecture (methodologies, project) 37,5 22,5 0 15 2 1   X
    IN 21-13 Computer Networks 45 22,5 0 22,5 2 1   X
    IN 21-2 Mathematics and Statistics (MS21) IN 21-21 Algebra III 45 22,5 22,5 0 3,5 7 1,5 3   X
    IN 21-22 Calculus III 45 22,5 22,5 0 3,5 1,5   X
    IN 21-3 Artificial IntelligenceAI (AI21) IN 21-31 Machine Learning 48,75 22,5 11,25 15 4 7 2 3,5   X
    IN 21-32 Decision theory Under Uncertainty 33,75 22,5 11,25 0 3 1,5   X
    IN 21-4 Sciences, Technology and Engineering (STE21) IN 21-41 Control systems 48,75 22,5 11,25 15 3 7 1,5 3,5   X
    IN 21-42 Nanotechnology 30 22,5 0 7,5 2 1   X
    IN 21-43 Micro-processor & Microcontroller 33,75 22,5 0 15 2 1   X
    IN 21-5 Humanities, Arts and Entrepreneurship(HAE21) IN 21-51 Philosophy 22,5 15 7,5 0 1,5 3 1 2 X  
    IN 21-52 Communication 22,5 15 7,5 0 1,5 1 X  
    Total       453,75 255 93,75 105 30 30 15 15    
     
    Semester 2
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    IN 22-1 Computer Sciences (CS22) IN 22-11 Embedded Systems (programming, EOS, RTOS) 45 22,5 0 22,5 3 6 1,5 3   X
    IN 22-12 Distributed systems 45 22,5 0 22,5 3 1,5   X
    IN 22-2 Mathematics and Statistics (MS22) IN 22-21 Convex Optimization 33,75 22,5 11,25 0 3 6 1,5 3   X
    IN 22-22 Time Series  Analysis 48,75 22,5 11,25 15 3 1,5   X
    IN 22-3 Artificial Intelligence (AI22) IN 22-31 Statistical machine learning 33,75 22,5 11,25 0 3 9 1,5 4,5   X
    IN 22-32 Distributed & Collaborative Artificial Intelligence 37,5 22,5 0 15 3 1,5    
    IN 22-33 Neural Networks 48,75 22,5 11,25 15 3 1,5   X
    IN 22-4 Sciences, Technology and Engineering (STE22) IN 22-41 Digital control systems 37,5 22,5 0 15 2 6 1 3   X
    IN 22-42 Power electronic & integration 37,5 22,5 0 15 2 1   X
    IN 22-43 Quantum Physics 37,5 22,5 11,25 0 2 1   X
    IN 22-5 Humanities, Arts and Entrepreneurship(HAE22) IN 22-51 Soft Skills 22,5 15 7,5 0 1,5 3 1 2 X  
    IN 22-52 Digital Arts 22,5 15 7,5 0 1,5 1 X  
    Total       446,25 255 71,25 120 30 30 15,5 15,5    
     
    Semester Curriculum for 1st Year – Artificial Intelligence Engineering
     
    Semester 1
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    AI 31-1 Computer Sciences (CS31) AI31-11 UNIX/Linux Administration system 37,5 22,5   15 3 6 1,5 3   X
    AI31-12 Big Data 37,5 22,5   15 3 1,5   X
    AI31-2 Mathematics and Statistics (MS31) AI31-21 Operations Research and Mathematical Optimization 33,75 22,5 11,25   3 6 1,5 3   X
    AI31-22 Mathematical finance 33,75 22,5 11,25   3 1,5   X
    AI31-3 Artificial Intelligence (AI31) AI31-31 Deep Learning 48,75 22,5 11,25 15 3,5 7,5 1 3   X
    AI31-32 Natural Language Processing 37,5 22,5   15 2 1   X
    AI31-33 Bio-inspired computing 37,5 22,5   15 2 1   X
    AI 31-4 Sciences, Technology and Engineering (STE41) AI31-41 Programmable Logic Circuit 37,5 22,5   15 2 6 1 3   X
    AI31-42 Drive & Machine Control 37,5 22,5   15 2 1   X
    AI31-43 Automatism & IPA 37,5 22,5   15 2 1   X
    AI31-5 Humanities, Arts and Entrepreneurship (HAE31) AI31-51 Language and Linguistics 22,5 15 7,5   1,5 4,5 1 3 X  
    AI31-52 AI Ethics and Gouvernance 22,5 15 7,5   1,5 1 X  
    AI31-53 Language Option (German/Japanese/Chinese) 22,5 15 7,5   1,5 1 X  
    Total       446,25 270,00 56,25 120 30 30 15 15    
     
    Semester 2
          Teaching Unit Components Semester Teaching Hours Credits Coefficients Assessment Method
    UE Teaching Unit UC Module TOT C TD TP/Project ECUE UE ECUE UE Continuous Assessment Mixed Assessment
    AI32-1 Computer Sciences (CS32) AI32-11 Cloud Computing 45 22,5 0 22,5 3 6 1,5 3   X
    AI32-12 MLOps and AI deployement 37,5 22,5 0 15 3 1,5   X
    AI32-2 Mathematics and Statistics (MS32) AI32-21 Discrete Optimization 33,75 22,5 11,25 0 3 6 1,5 3   X
    AI32-22 Data analytics 33,75 22,5 11,25 0 3 1,5    
    AI32-3 Artificial Intelligence (AI32) AI32-31 Computer vision 37,5 22,5   15 2,5 7,5 1 3   X
    AI32-32 Generative AI 37,5 22,5 0 15 2,5 1    
    AI32-33 Reinforcement learning 37,5 22,5 0 15 2,5 1   X
    AI32-4 Sciences, Technology and Engineering (STE32) AI32-41 Signal processing 49 22,5 11,5 15 2 6 1 3   X
    AI32-42 Introduction to 4.0 Industry 37,5 22,5 0 15 2 1   X
    AI32-43 Renewable energy & sustainable development 37,5 22,5 0 15 2 1   X
    AI32-5 Humanities, Arts and Entrepreneurship (HAE32) AI32-51 Digital Humanities 22,5 15 7,5 0 1,5 4,5 1 3 X  
    AI32-52 Entrepreneurship 22,5 15 7,5 0 1,5 1 X  
    AI32-53 Language Option (German/Japanese/Chinese) 22,5 22,5 7,5 0 1,5 1 X  
    Total       454 270 56,5 127,5 30 30 15 15    

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