Centrale Lyon training courses
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fr
M2 Computer Science - Track in Data Science
Master in Computer Science
Content
Semester 3
MOD Course Unit
Computing Challenges of Big-Data
Statistical Engineering
Operations Research and Optimisation
Deep Learning & AI: an Introduction
en/fr
Machine Learning and Data Mining
Stochastic differential equations and probabilistic numerical methods
en
Computer Networks
Database Systems
en/fr
CyberSecurity
MOS Course Unit
Enterprise Computing
New Technologies of Information and Communication
Time Series Analysis
Business IT
Computer Graphics
Interactive Data Visualization
Courses in Université Lyon 1
Graphs, Complexity, Combinatorics
Data Visualization
Big Data Analytics
Cloud Computing
Inferential Statistics
Regression Models
Probabilistic Graphical Models
Data Mining
Machine Learning
en
Project
Computer Science Project
Semester 4
Option Course Unit
Computer-Based Technology for Big Data
Representation and Manipulation of Structured Data
Internet of Things and Embedded Concurrent Systems
Machine Learning
Outlook by Computer
Geometry Processing applied to Computer Graphics
Bayesian Machine Learning and Text Mining
Sparsity & Convexity
Bayesian Statistical Methods for Complex Numerical Models
Deterministic Mathematical Models for the Environment
Modern Language
English - shared Masters course
en
DS Internship
Data Science Internship
Code
25_M_INFO_M2_DS
Managers
Stéphane DERRODE
Master in Computer Science
M2 Computer Science - Track in Data Science
Semester 3
MOD Course Unit
Computing Challenges of Big-Data
Statistical Engineering
Operations Research and Optimisation
Deep Learning & AI: an Introduction
en/fr
Machine Learning and Data Mining
Stochastic differential equations and probabilistic numerical methods
en
Computer Networks
Database Systems
en/fr
CyberSecurity
MOS Course Unit
Enterprise Computing
New Technologies of Information and Communication
Time Series Analysis
Business IT
Computer Graphics
Interactive Data Visualization
Courses in Université Lyon 1
Graphs, Complexity, Combinatorics
Data Visualization
Big Data Analytics
Cloud Computing
Inferential Statistics
Regression Models
Probabilistic Graphical Models
Data Mining
Machine Learning
en
Project
Computer Science Project
Semester 4
Option Course Unit
Computer-Based Technology for Big Data
Representation and Manipulation of Structured Data
Internet of Things and Embedded Concurrent Systems
Machine Learning
Outlook by Computer
Geometry Processing applied to Computer Graphics
Bayesian Machine Learning and Text Mining
Sparsity & Convexity
Bayesian Statistical Methods for Complex Numerical Models
Deterministic Mathematical Models for the Environment
Modern Language
English - shared Masters course
en
DS Internship
Data Science Internship
M2 Computer Science - Track in Artificial Intelligence
Semester 3
MOD Course Unit
Computing challenges of Big-Data
Statistical engineering
Operations Research and Optimisation
Deep learning & artificial intelligence : an introduction
en/fr
Machine Learning and Data Mining
Stochastic differential equations and probabilistic numerical methods
en
Computer networks
Numerical methods for PDEs
Database Systems
en/fr
CyberSecurity
MOS Course Unit
Enterprise computing
New Technologies of Information and Communication
Time Series Analysis
Business information systems
Computer Graphics
Interactive Data Visualization
Courses in Université Lyon 1
Artificial Intelligence and Cognition
en
Knowledge Dynamics
Bio-Inspired Machine Learning
en
Artificial Intelligence for Internet of Things and Robotics
en
Computer Science Environments for Human Learning
en
Theory and Practical Applications of Large Language Models
Data Mining
Robotic Modeling and Control
IA Project
Computer Science Project
Semester 4
IA Option Course Unit
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
Sparsity & Convexity
Bayesian statistical methods for complex numerical models
Deterministic mathematical models for the environment
Modern Language
English - shared Masters course
en
IA Internship
IA Internship
M2 Computer Science - Track in Image Development and Technology
Semester 3
MOD Course Unit
Computing challenges of Big-Data
Operations Research and Optimisation
Deep learning & artificial intelligence : an introduction
en/fr
Processing and analysis of visual and audio data
en/fr
Computer networks
Database Systems
en/fr
CyberSecurity
MOS Course Unit
Enterprise computing
New Technologies of Information and Communication
Business information systems
Computer Graphics
Interactive Data Visualization
Courses in Université Lyon 1
Geometric Modelling
en
Networks and Algorithmic Geometry
en
3D Image Synthesis
en
Animation, Articulated Bodies and Physical Motors
en
Analysis, Image Processing and 3D Vision
en
Coding, Transmission, Compression of Images and Videos
en
Statistical and Frequency Models for the Image
en
Rendering and Programming of Graphics Cards
en
Embedded Technologies and Augmented Reality
en
Instrumentation for Medical Imaging and Motion Tracking
en
Modelling for Virtual Worlds
en
Deep Learning for Image and Geometry
en
ID3D Project
Computer Science Project
Semester 4
ID3D Option Course Unit
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
Modern Language
English - shared Masters course
en
ID3D Internship
ID3D Internship
M2 Computer Science - Track in Information Technology and Web
Semester 3
MOD Cours Unit
Statistical engineering
Deep learning & artificial intelligence : an introduction
en/fr
Processing and analysis of visual and audio data
en/fr
Machine Learning and Data Mining
Computer networks
Database Systems
en/fr
CyberSecurity
MOS Cours Unit
New Technologies of Information and Communication
Enterprise computing
Business information systems
Interactive Data Visualization
Courses in Université Lyon 1
Software and Services
en
Reliability and Security of Applications
en
Synchronous and Multi-Device Web Technologies
en
Internet of Things
en
Cloud Computing
en
Data Quality Integration
en
Data Analysis
en
Database Administration and Continued Deployment
en
Cloud, Storage and Virtualization
en
TIWEB Project
Computer Science Project
Semester 4
TIWEB Option Course Unit
Computer-based technology for Big Data
Representation and manipulation of structured data
Internet of objects and embedded concurrent systems
Machine learning
Outlook by computer
Bayesian machine learning and text mining
Modern Language
English - shared Masters course
en
TIW Internship
TIWEB Internship