Objectif
Regarding the objectives of this Master, here is the link to consult
https://dataai.jachiet.com/
The master’s program will equip students with the fundamental knowledge, technical skills and concrete applied methodologies for making machines more intelligent. In particular, students will acquire experience in using and developing data-supported smart services and tools for data-driven decision making and will learn how to master technical and scientific challenges in processing large data and knowledge. The students will be taught to solve theoretical problems as well as applied ones, to present their work both in oral presentations and in written reports, to analyze the bibliography and identify open research directions, to work independently as well as in a team, to identify and seek appropriate resources for advancing their work, whether theoretical or applied, and to take initiatives.
domaines d'enseignement
Informatique.compétences acquises
Regarding the aims of this Master, here is the link to consult
https://dataai.jachiet.com/
The combination of big data and artificial intelligence in all of its forms is an active field of research. Students will be prepared for research in Robotics, Image processing, Machine Learning, Web technologies, the Social Web, Data Analytics, Big Data Management, Knowledge Base Management, Information Extraction, Information Retrieval, Databases, Data Warehousing, Knowledge Representation, and Distributed Data Management. Students who wish to pursue a PhD afterwards are more than encouraged to do that. The Institut Polytechnique de Paris and the associated research labs (INRIA, CNRS, etc.) offer a great environment for a PhD, and our program is an optimal preparation for this path. The program will also allow students to apply to positions in the industry, mostly in research and development labs.
Parcours
- DATA AI-M1 Data & Artificial Intelligence - Master 1
- SD202 Databases / Bases de données
- IA325 Algorithmic information and artificial intelligence
- IA304 Probabilistic Models and Machine Learning
- TPT-DATAAI903 Image mining and content-based retrieval
- TPT-DATAAI964 Knowledge Base Construction
- MODS205 Digital Finance
- IA301 Logics and Symbolic AI : knowledge representation and reasoning
- TPT-DATAAI941 Softskills seminar
- TPT-DATAAI901 Machine Learning
- TPT-DATAAI965 Basics of image processing and analysis
- TPT-DATAAI921 Novel Architecture for Big Data
- SD206 Logic and Knowledge Representation/Logique et représentation des connaissances (Option Gestion des données)
- TPT-DATAAI951 AI Ethics
- TPT-DATAAI922 Big Data Processing
- TPT-DATAAI970 Project A
- TPT-DATAAI961 Self-organising multi-agent systems
- TPT-DATAAI962 Data Stream Mining
- TPT-DATAAI971 Project B
- TSP-CSC5003-1 Big Data Infrastructures
- X-INF552 Data Visualization
- X-INF582 Text Mining and NLP
- X-INF554 Machine & Deep Learning Introduction
- ENSTA-IA302 Constraint Programming
- X-INF581-1 Advanced Machine Learning and Autonomus Agents
- X-INF553 Database Management Systems
- ENSTA-IA305 Learning for Robotics
- X-INF583 Systems for Big Data
- X-INF556 Topological Data Analysis
- ENSTA-IA303 Efficient resolution of logical models
- SD201 Mining of Large Datasets/Exploration des grands volumes de données
- X-INF513 Projet de 3a Algorithmes et fondements des languages de programmation
- X-ECO555 Théorie des jeux
- X-INF587 Informatique quantique et applications
- IA318 Apprentissage par renforcement
- X-PHY580 Quantum information : entanglement, control and platforms for quantum technologies
- X-INF591 Research in Computer Science Internships
- X-MAP/INF641 Reinforcement Learning
- IA315 Multimodal Dialogue
- TPT-DATAAI902 Recent Trends in Deep Learning
- IA326 Kernel Machines
- SD213 Cognitive approach to Natural Language Processing (Option Gestion des données)
- IA312 Natural Language Processing
- SD212 Graph Mining
- IA307 Programming with GPU for Deep Learning
- SD202 (cr.D) Databases / Bases de données (créneau D)
- TSP-CSC5003-2 Semantic Networks
- MDI210 Optimisation et analyse numérique
- ACCQ206 Introduction à l’information et au calcul quantique/Introduction to Quantum Information and Computation
- DATA AI-M2 Data & Artificial Intelligence - Master 2
- IA321 Apprentissage pour la robotique (ROB311)
- IA323 Perception pour les systèmes autonomes (ROB313)
- IA312 Natural Language Processing
- TPT-DATAAI964 Knowledge Base Construction
- TPT-DATAAI951 AI Ethics
- TPT-DATAAI922 Big Data Processing
- IA325 Algorithmic information and artificial intelligence
- TPT-DATAAI941 Softskills seminar
- TPT-DATAAI965 Basics of image processing and analysis
- TPT-DATAAI921 Novel Architecture for Big Data
- TPT-DATAAI962 Data Stream Mining
- TPT-DATAAI901 Machine Learning
- TPT-DATAAI903 Image mining and content-based retrieval
- TPT-DATAAI961 Self-organising multi-agent systems
- IA301 Logics and Symbolic AI : knowledge representation and reasoning
- SD206 Logic and Knowledge Representation/Logique et représentation des connaissances (Option Gestion des données)
- SD202 Databases / Bases de données
- TPT-DATAAI970 Project A
- TPT-DATAAI971 Project B
- TSP-CSC5003-2 Semantic Networks
- X-INF552 Data Visualization
- X-INF582 Text Mining and NLP
- X-INF554 Machine & Deep Learning Introduction
- ENSTA-IA302 Constraint Programming
- X-INF581-1 Advanced Machine Learning and Autonomus Agents
- X-INF553 Database Management Systems
- ENSTA-IA305 Learning for Robotics
- X-INF583 Systems for Big Data
- X-INF556 Topological Data Analysis
- ENSTA-IA303 Efficient resolution of logical models
- TSP-CSC5003-1 Big Data Infrastructures
- IA317 Apprentissage en grande dimension
- SD201 Mining of Large Datasets/Exploration des grands volumes de données
- IA318 Apprentissage par renforcement
- X-INF565 Information Systems Security
- IA315 Multimodal Dialogue
- TPT-DATAAI902 Recent Trends in Deep Learning
- IA326 Kernel Machines
- IA304 Probabilistic Models and Machine Learning
- SD213 Cognitive approach to Natural Language Processing (Option Gestion des données)
- SD212 Graph Mining
- IA307 Programming with GPU for Deep Learning
- MODS211 Culture et pratique de la data
- X-INF564 Compilation
- X-INF557 From the Internet to the IoT
- X-INF585 Computer Animation
- DATAAI966 Multimodal Dialogue
- X-INF573 Image & Computer Vision
- IA306 Deep learning I
- TPT-DATAAI963 Navigation for autonomous systems
- TPT-DATAAI900 DATA AI BASICS
