Centrale Lyon training courses
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fr
Specific courses for Computer science and Communication Option
General Engineering
Elective track
Semester 9
Sectoral Courses
Computer science and Communication
Content
Computer-based technology for Big Data
Representation and manipulation of structured data
Internet of objects and embedded concurrent systems
Machine learning
Outlook by computer
Geometry Processing applied to Computer Graphics
Bayesian machine learning and text mining
Computer Science Project
Code
25_I_G_S09_MS_INFO
Managers
Mohsen ARDABILIAN
General Engineering
Common Core
Semester 5
Mathematics
Applied Analysis
Numerical Analysis
Probability theory and Statistics
Adapted Mathematics I : applied analysis - algebra
Adapted maths II : Probability theory and Statistics
Project
Adapted Mathematics III: Project
Electrical energy and Systems Control
Electrical Energy
Linear Control
Electric Drive Control
Fluids and Energy
Fluids and Energy - Concepts and applications
en/fr
Fluids and Energy - Experimental and numerical methods
Fluids and Energy - Project Labs
Computer Science
Algorithms and data structures
Object-oriented design and programming
Practical IT project
Languages and Cultures
English 1A
en
Arabic 1A
Chinese 1A
German 1A
Spanish 1A
French 1A
Italian 1A
Japanese 1A
Portuguese - Brazil
Russian 1A
Professional Unit
Conferences UE PRO
Physical Education and Sport
en/fr
Study Project
Career plan - tutoring
CLIC - Centrale Lyon Innovation Camp
Climate - without assessment -
Introduction to ecological transition issues
Economics and management
Introduction to Economics
Business administration
Information Science and Engineering
Academic support STI
Electronic Systems
Signal processing
Analog to Digital conversion
Semester 6
Electrical energy and Systems Control
Electrical Energy
Linear Control
Electric Drive Control
Fluids and Energy
Fluids and Energy - Concepts and applications
en/fr
Fluids and Energy - Experimental and numerical methods
Fluids and Energy - Project Labs
Mechanical engineering
Mechanical Engineering
Technology Analysis & Product Development
Modelling & Design
Mechanism Design
Materials Engineering
From Matter to Materials: Structure and Properties
Practical courses in Material and Surface Science
Computer Science
Algorithms and data structures
Object-oriented design and programming
Practical IT project
Modern Languages
English 1A
en
Arabic 1A
Chinese 1A
German 1A
Spanish 1A
French 1A
Italian 1A
Japanese 1A
Russian 1A
Solids Mechanics and Structures
Continuum mechanics of solids
Experimental analysis in continuum and solid mechanics
Digital Mock-Up
Structural Dynamics
Plasticity, forming
Physics and Chemistry of Matter
Physics
Chemistry
Lab Sessions PCM
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Professional Unit
UE PRO Conferences
Discovering engineering
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Company visits
Physical Education and Sports
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Study Project
Professional Project Tutoring
WEEX_Wind Power
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WEEX_Waste & Pollution
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WEEX_Hydrogen
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First Year Training
First Year Internship
Information Science and Engineering
Electronic systems
Signal Processing
Analog to Digital and Digital to Analog conversions in audio systems
Semester 7
In-depth Courses
Power Electronics
Electromechanical Conversion
Automatic control with nonlinear phenomena
Multi-sensor, Multi-activator Control
Stabilty of flow and introduction to turbulence
Acoustics and Waves in Fluids
Supersonic Flow
Thermics and Combustion
Multi-body mechanical systems
Mechanical Engineering
Damage and Ruin of Materials
Materials and Innovative Surface Treatments
Amorphous Materials for Innovative Functional Structures
Biomechanics of Living Tissue and Prosthetic Biomaterials
Multimedia : concepts and technologies
Problem Resolution Strategies
Software Engineering: Model and process based software development
Data analysis and pattern recognition
en/fr
Vibration Analysis
Inelastic behaviour of structures
Probability theory and introduction to random processes
Numerical approximation for ODEs and PDEs
Quantum Mechanics and Applications
Molecular and supramolecular chemistry
Electrochemistry and Chemitronics
Dielectric and Semiconductor Physics
Embedded systems architectures
Optimal Filtering for Information Estimation
Digital architectures for computing and information processing
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Information and Coding Theory
Mechanical engineering
Mechanical Engineering
Practictal courses in Mechanical Engineering
Modelling & Design
Mechanism design
Materials Engineering
From Matter to Materials: Structure and Properties
Practical courses in Material and Surface Science
Solids Mechanics and Structures
Continuum mechanics of solids
Experimental analysis in continuum and solid mechanics
Digital Mock-Up
Structural Dynamics and Optimisation
Plasticity, forming
Physics and Chemistry of Matter
Physics
Chemistry
Lab Sessions PCM
en/fr
Human and social sciences
Individuals and society
Work in the contemporary societies and compagnies
Ethics
Languages and Cultures
English
en
Arabic
Chinese
German
Spanish
French
Italian
Japanese
Portuguese - Brazil
Russian
Professional Unit
Conferences UE PRO
Professional Project Support
Career Plan | Workshops
Industrial Project
Research Project
WEEX: Wind Power
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WEEX: Waste & Pollution
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WEEX_Hydrogen
Introduction to ecological transition issues
Elective track
Semester 8
Optional Courses
Functional Analysis, Finite Elements from theory to implementation
Mechanical Metamaterials
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Electrical energy Production and Distribution
Optical methods for Engineers
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Rotors dynamic in mechanical engineering
en
Mechanics of thin structures : plates and shells
Numerical methods in mechanics
en
Life, Information and System
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Programming of graphic interface
Social, economical and political issues for a sustainable development
The Physics and Modelling of free surface flows
en
Algorithmes d’optimisation pour les problèmes de l'ingénieur
Flot de conception ASIC : CAO de puces électroniques
Nuclear Engineering
Health engineering
Fablab practices
development of technical products
Political Sociology
Probability theory and introduction to stochastic processes
Marketing
Geographical information systems
en
Mathematics Applied to Biology
Circuits and devices for microwave
Introduction to Image Sensing and Processing
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Observation and Analysis of Materials
en
Soil mechanics
Multiphysics simulation in mechanical design
Philosophy of the sciences and the techniques
Space physics and solar-terrestrial coupling
en
Entrepreneurship and innovation
Machine Learning et Applications
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Adaptive filtering : application to active noise control
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Web applications
Physical chemistry of surfaces and interfaces
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Discrete event systems
Wind Turbines
Ecology and environment
Introduction to random vibrations
en
An Introduction to Meteorology and Oceanography
en
Globalization and Transcultural issues
Algorithms for Reasoning
Collaborating and Managing in the Digital Age
Selection of Materials
en
From micro to macro in solid and fluid mechanics
Aircraft Turbojets
en
Surfaces, friction, vibrations
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Bio-Inspired Surface Engineering
en
Socio-technical controversies
Market Finance
Smart mecatronics systems
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High voltage engineering and systems
Musical acoustics
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Order, chaos and fractals
Antenna, Signal and Processors
Optimal Design and Computational Fluid Dynamics
en
Polymer materials : physical properties and innovations
en
Men and their Waste
Cost Manangement and entrepreneurial finance
Languages and Cultures
English
en
Arabic
Chinese
German
Spanish
French
Italian
Japanese
Portuguese - Brazil
Russian
Professional Unit
Conferences UE PRO
Physical Education and Sports
en/fr
Tutoring - Career plan
Project for Industrial Application
Application Project - Research
Practical Internship
Practical Internship
Semester 9
Languages and Cultures
English
en
Arabic
Chinese
German
Spanish
French
Italian
Japanese
Portuguese - Brazil
Russian
Business courses
Profession Specifics Modules
Engineering Systems
Quality management
Operations & Information Management (OPIM)
Intelligence économique et protection de l'information
Company Law
Organisations and team management
Psychology of decision-making confronted to risks
en
Specific Profession courses
Eco-Design and Innovation Engineer
Advanced Design Processes
Modern design tools
Design and technological choices
ICo Project
CONFERENCES
Consulting Engineer
The fundamentals
Consulting project management
Become a Consultant
ICs Project
Startup and Business Developer Engineer
Startup Engineer & Business Developper
Design thinking and Creativity
Networks of actors and ecosystems
Economical Methods
Business creation project
Industrial and environmental risks management Engineer
Impacts environment and human health
Evaluation and quantification of risks
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Management, prevention and mitigation of risks
IMR Project
Research & development Engineering
Research-Project Management
Innovative Design and Creativity
Philosophy, sciences and society
Supply Chain and Firm Performance Engineer
Introduction to Supply Chain
Purchasing management in the supply chain
Supply Chain Processes
Performance and continuous improvement
Circular Economy
Circular Economy
Serious game: performances and sustainability
Risk management
Supply Chain Strategic Management
6-sigma & Lean
Industrial Structure
Operational Excellence
Discipline Specifics Modules
Numerical flow simulation
Fundamentals of turbomachines
en
Nanophotonics
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Physics of turbulent flows
en
Introduction to nonlinear vibrations
Environmental Acoustics
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Computing challenges of Big-Data
Coastal and Ocean Engineering
en
Statistical engineering
Power plant turbine technology
Soils survey and soils behaviour
Elastic wave propagation
Advanced Control
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Secure embedded systems
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Data-driven learning of dynamical models
Diagnosis and health monitoring
Sustainable and Trustworhy Hardware architectures for AI
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Combustion for propulsion
en
Operations Research and Optimisation
Mechanical assembly: architecture and geometry analyses
Deep learning & artificial intelligence : an introduction
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Human Physiology and Biotechnology
Uncertainties and heterogeneities in real structures
Processing and analysis of visual and audio data
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Construction materials
Analog Computing for Artificial Intelligence
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External Aerodynamics
en
Soft matte: nanosystems and biological interfaces
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Durability of materials and structures
en
Tribology: Principles and applications
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Climate change
en
Dynamics of biological human systems
Machine Learning and Data Mining
General Acoustics : Acoustics sources and sound propagation
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Structural dynamics
Aerodynamically generated sound
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Characterization of surfaces and nanostructures
Fluid-Structure Interactions
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River Hydraulics
en
Quantum Information
Nuclear Energy
Stochastic differential equations and probabilistic numerical methods
en
Mechanics of composite materials and structures
en
Stability of Mechanical Systems
Mechanical behavior of materials
Computer networks
Numerical methods for PDEs
Oceanography : general concepts and case studies
en
Electric Power System
MOD Track Entrepreneur 2
Engineering of a consumer object
Database Systems
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MOD Track Entrepreneur 1
EDP modelisation and mathematic analysis
Building & Habitat
MOD Track Intrapreneur 1
MOD Track Intrapreneur 2
Nanosciences and Nanotechnologies
CyberSecurity
Cultural, social and economic openness
Sectoral Courses
Segment Specifics Modules
Transonic Aerodynamics
en
Air and ground transportation noise
en
Complex systems fiability
Active Noise Control and Vibration
en/fr
Thin films: how to create innovative materials
Algorithms for in-company decision
Physics for Artificial Intelligence and Data
Choice of materials and assemblage
Dynamic mechanisms
Electromagnetic Compatibility of power systems, interaction with environement
Construction of Energy Production
Hybrid electric vehicles : modelling and energy management
Energy, Storage, Conversion
Unsteady flow in turbomachine
en
Home comfort and energy
Atmospheric pollution
Enterprise computing
New Technologies of Information and Communication
Complex phenomena in structural dynamics
Strategic Management
Tissue engineering and biomaterials
Microsystems, microsensors, microfluidic
Time Series Analysis
Stability of Rotating Machines
en
Health monitoring
en
Techniques for construction
Geotechnics
Business development
Business information systems
Entrepreneurial coaching
Gestion des ressources en eau
en
Computer Graphics
Interactive Data Visualization
Hydrology and Hydrogeology
en
Ressources, energy, climate, societies
Aeronautics
Specific courses for aeronautics Option
Lesson and conferences
Plane Project
en/fr
Specific project
Acoustics and Vibrations
Acoustics & Vibrations
Guiding and Steering
Guidance & Steering
en/fr
Materials and Structures
Materials & Structures
Propulsion
Propulsion
en
Bio-engineering for healthcare
Specific courses for Bio-engineering for healthcare
Conferences and visits
Project Option Bio-Engineering and Nanotechnology
Surveillance environnementale et sufaces anti-bactériennes
Bio-engineering for healthcare
Medical Imaging
Interactions between materials & living world
Bioproduction
Bioinformatics, Biostatistics & Modelling
Energy
Specific courses for Energy Option
Thermal production
EN Project
On-board energy
Mobile systems Energy
Oil and Gas
Infrastructure energy
Electrical Power Network
Nuclear engineering
Computer science and Communication
Specific courses for Computer science and Communication Option
Computer-based technology for Big Data
Representation and manipulation of structured data
Internet of objects and embedded concurrent systems
Machine learning
Outlook by computer
Geometry Processing applied to Computer Graphics
Bayesian machine learning and text mining
Computer Science Project
Mathematics and decision
Decision making for Company
Process simulation
Marketing and Finances
Decision support systems
Project
Mathematics and Risk Engineering
Mathematics and risk analysis
When Convexity meets Sparsity
Bayesian statistical methods for complex numerical models
Deterministic mathematical models for the environment
IM Project
Physique pour le numérique
Conferences and Visits to Industrial Sites
Project
Neuromorphic Computing & Ferroelectric Capacitance
Silicon Photonics
Quantum Emitters
Ecological Transition and Territories
Specific courses for Civil and Environmental Engineering Option
TET Project
Buildings and Infrastructures
Constructions
Transportation works and structures for mobility
TET project
Sustainable City and Development
Urban climate
en
Regeneration and urban resilience
en/fr
Soil pollution
Transport, Mobility, Decarbonation
Specific courses for Transport, Mobility, Decarbonation Option
Transport, Mobility, Decarbonization
Vehicle Technology
Mobility Fundamentals
Séminaires thématiques
Intelligent Transport Systems
Project
Circularité et véhicules - matériaux et structures
Project
Décarbonation maritime
Project
Innovation et mobilité
Project
Semester 10
Final year traineeship
Final year traineeship