Section d'informatique Section de Systèmes de Communication
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1 Algebra Algebraic curves and cryptography Cryptography and security Algorithms Advanced algorithms Analytic algorithms Computational complexity Concurrent algorithms Cryptography and security Data visualization Distributed algorithms Internet analytics (bachelor) Learning theory Machine learning Parallelism and concurrency (bachelor) Sublinear algorithms for Big Data analysis Theory of computation (bachelor) Topics in theoretical computer science Analyse III Biological modeling of neural networks Dynamical system theory for engineers Learning theory Introduction to machine learning (bachelor) Modèles stochastiques pour les communications (bachelor) Machine learning Architecture des systems-on-chip Advanced computer architecture Projet de systems-on-chip (bachelor) Circuits and systems I, II Dynamical system theory for engineers Mathematical foundations of signal processing Modèles stochastiques pour les communications (bachelor) Signal processing for communications (bachelor) Computer architecture Computer language processing Advanced computer architecture Advanced multiprocessor architecture Architecture des systems-on-chip (bachelor) Computer language processing (bachelor) Embedded systems Introduction to multiprocessor architecture (bachelor) Parallelism and concurrency (bachelor) Principles of computer systems Projet de systems-on-chip Real-time embedded systems Software engineering (bachelor) Advanced compiler construction Foundations of software Principles of computer sytems 1/5
2 Computer security Computer networks Functional programming Advanced topics on privacy enhancing technologies (recommandél Cryptography and security Decentralized systems engineering Information security and privacy Mobile networks Student seminar : Securit protocols and applications Computer security (bachelor) (indicatif) Decentralized systems engineering Distributed algorithms Industrial automation Mobile networks Principles of computer systems Projet programmation système (bachelor) (indicatif) Software engineering (bachelor) Computer language processing Foundations of software Intelligence artificielle (bachelor) (indicatif) Parallelism and concurrency (bachelor) Principles of computer systems Software engineering (bachelor) Informatique du temps réel Real-time embedded systems Real-time networks Intelligence artificielle Intelligent agents Introduction à l'informatique visuelle Human computer interaction Numerical methods for visual computing (bachelor) Virtual reality Introduction to database systems Applied data analysis Database systems Distributed information systems Principles of computer systems Systems for data science Introduction to computer graphics Introduction to multiprocessor architecture Advanced computer graphics Digital 3D Geometry Processing Virtual reality Projet de systems-on-chip (bachelor) 2/5
3 Introduction to operating systems Concurrent algorithms Database systems Decentralized systems engineering Operating systems implementation (bachelor) Principles of computer systems Systems for data science Modèles stochastiques pour les communications Distributed algorithms Information theory and coding Information theory and signal processing Internet analytics (bachelor) Networks out of control Markov chains and algorithmic applications Principles of digital communications (bachelor) Statistical signal and data processing through applications Parallelism and concurrency Concurrent algorithms Decentralized systems engineering Introduction to multiprocessor architecture (bachelor) Introduction to operating systems (bachelor) Operating systems implementation (bachelor) Projet de systems-on-chip (bachelor) Software engineering (bachelor) Systems for data science Principles of digital communications Mobile networks Modern digital communications : A hands-on approach 3/5
4 Probabilités et statistique Advanced algorithms Advanced probability and applications Applied data analysis Automatic speech processing Biological modeling of neural networks Cryptography and security Distributed intelligent systems Dynamical system theory for engineers Information theory and coding Learning theory Markov chains and algorithmic applications Modèles stochastiques pour les communications (bachelor) Machine learning Performance evaluation Signal processing for communications (bachelor) Statistics for data science Sublinear algorithms for Big Data analysis Time series Programmation orientée système Introduction to operating systems (bachelor) Parallelism and concurrency (bachelor) Software engineering (bachelor) Projet de systems-on-chip Embedded systems Signal processing for communications Audio and acoustics signal processing Automatic speech processing Biomedical signal processing Computational photography Image and video processing Mathematical foundations of signal processing Principles of digital communications (bachelor) Smart grid technologie (recomandé) Statistical signal and data processing through application Software engineering Data visualization Principles of computer systems Theory of computation Analytic algorithms Computational complexity (indicatif) Computer language processing (bachelor) 4/5
5 pour le Master en Data Science Pour les étudiants en Informatique : Analyse IV (2ème année)* Circuits and systems II (2ème année) Introduction to machine learning (2ème année) Modèles stochastiques pour les communications (3ème année) Pour les étudiants en Systèmes de communication : Functional programming (2ème année) Internet analytics (3ème année)* Introduction to database systems (3ème année) Introduction to machine learning (2ème année) * = pas obligatoire, mais vivement recommandé /SIN/SSC/me 5/5
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