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M.Sc. in Machine Learning and Data Mining


4 SEM
English
Yes
University Jean Monnet
,
6 Rue Basse des Rives, 42100 Saint-Étienne
About
Modules/Topics

MLDM (Machine Learning and Data Mining) is an international master program of University Jean Monnet (UJM) . It leads to the award of the French national master degre in Computer Science as well as the University Diploma in Machine Learning and Data Mining of the University Jean Monnet.

MLDM provides an original scientific position in Europe on problems related to machine learning, big data, pattern recognition, classification, modelling, knowledge extraction and data mining. These issues have a strong employability potential for students trained in the fields of data science, prediction, data analysis or decision support, as well as in the area of the Web, image and video processing, health informatics, fraud and anomaly detection, etc.

Introduction to Machine Learning;
Data Analysis;
Introduction to Artificial Intelligence;
Research Methodology;
Advanced algorithmics;
Calculability and Complexity Theory;
Foreign Language – French or English;
Machine Learning – Fundamentals and algorithms;
Optimization & Operational Research;
Data Mining and Knowledge Discovery;
Computer Vision;
Computer Networks and Security;
Internship or Personal Research Project;
Advanced Machine Learning;
Probabilistic Graphical Models;
Data Mining for Big Data;
Deep Learning and Applications;
Machine Learning and Data Mining Project;
Project Management;

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