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
- TPT-DATAAI951 AI Ethics
- SLR210 Blockchain: bases algorithmiques
- SES210 Sociologie du numérique
- MODS205 Digital Finance
- IA301 Logics and Symbolic AI : knowledge representation and reasoning
- TPT-DATAAI965 Basics of image processing and analysis
- IA325 Algorithmic information and artificial intelligence
- TPT-DATAAI970 Project A
- TPT-DATAAI921 Architecture for Big Data
- TPT-DATAAI961 Self-organising multi-agent systems
- TPT-DATAAI941 Softskills seminar
- SD206 Logic and Knowledge Representation/Logique et représentation des connaissances (Option Gestion des données)
- TPT-DATAAI962 Data Stream Mining
- TPT-DATAAI903 Image mining and content-based retrieval
- TPT-DATAAI901 Machine Learning
- TPT-DATAAI964 Knowledge Base Construction
- TPT-DATAAI971 Project B
- TSP-CSC5003-1 Big Data Infrastructures
- X-INF552 Data Visualization
- X-INF582 Text Mining and NLP
- X-INF554 Introduction à l'apprentissage profond de la Machine
- ENSTA-IA302 Constraint Programming
- X-INF581-1 Advanced Machine Learning and Autonomus Agents
- X-INF553 Database Management Systems
- X-INF583 Systems for Big Data
- X-INF556 Topological Data Analysis
- 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 Reinforcement learning
- X-PHY580 Quantum information : entanglement, control and platforms for quantum technologies
- PhDPROJ991 PhD Track Research Project
- X-MAP/INF641 Reinforcement Learning
- IA315 Multimodal Dialogue
- TPT-DATAAI902 Recent Trends in Deep Learning
- IA304 Probabilistic Models and Machine Learning
- SD213 Cognitive approach to Natural Language Processing (Option Gestion des données)
- IA312 Natural Language Processing
- SD212 Graph Learning
- IA307 Programming with GPU for Deep Learning
- SD202 (cr.D) Databases / Bases de données (créneau D)
- TSP-CSC5003-2 Semantic Networks
- MDI210 Optimisation continue et analyse numérique
- ACCQ206 Introduction à l’information et au calcul quantique/Introduction to Quantum Information and Computation
- SES207 Sociologie du numérique contemporain
- INF203 Web Development/Développement WEB
- FLES-MUTUALISE FLES-MUTUALISE
- TPT-DATAAI967 Data Science in Practice
- INF224 Paradigmes de programmation, théorie et pratique
- X-INF643 Softs Robots : Stimulation, Fabrication and Control
- INF280 Préparation aux concours de programmation/ Programming contest training
- MODS204 Platform economics
- ANG-T-007 Promotional Skills for the Sciences
- DATA AI-M2 Data & Artificial Intelligence - Master 2
- MODS202 Econometrics
- SR2I305 Blockchain et Crypto-monnaie : analyse et mise oeuvre
- X-INF644 Immersion and Interaction with Virtual Words
- MVA947 Apprentissage pour les séries temporelles
- IA325 Algorithmic information and artificial intelligence
- MVA946 Deep learning for medical imaging
- TPT-DATAAI964 Knowledge Base Construction
- IA305 Apprentissage pour la robotique (ROB311)
- IA312 Natural Language Processing
- TPT-DATAAI941 Softskills seminar
- TPT-DATAAI951 AI Ethics
- MICAS902 Introduction à la probabilité et aux statistiques
- IA323 Perception pour les systèmes autonomes (ROB313)
- TPT-DATAAI965 Basics of image processing and analysis
- TPT-DATAAI921 Architecture for Big Data
- TPT-DATAAI962 Data Stream Mining
- TPT-DATAAI901 Machine Learning
- Data AI - S1 Semestre 1 master Data & Artificial Intelligence
- 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 Introduction à l'apprentissage profond de la Machine
- ENSTA-IA302 Constraint Programming
- X-INF581-1 Advanced Machine Learning and Autonomus Agents
- X-INF553 Database Management Systems
- X-INF583 Systems for Big Data
- X-INF556 Topological Data Analysis
- TSP-CSC5003-1 Big Data Infrastructures
- IA317 Machine learning in high dimension
- SD201 Mining of Large Datasets/Exploration des grands volumes de données
- IA318 Reinforcement learning
- X-INF565 Information Systems Security
- IA315 Multimodal Dialogue
- TPT-DATAAI902 Recent Trends in Deep Learning
- IA304 Probabilistic Models and Machine Learning
- SD213 Cognitive approach to Natural Language Processing (Option Gestion des données)
- SD212 Graph Learning
- IA307 Programming with GPU for Deep Learning
- MODS211 Culture et pratique de la data
- X-INF564 Compilation
- X-INF557 D'Internet à l'IdO
- X-INF585 Computer Animation
- DATAAI966 Multimodal Dialogue
- X-INF573 Image & Computer Vision
- IA306 Deep learning I
- TP09 Social Emergence in Complex Systems (Télécom Paris - Palaiseau)
- DS-ENSAE-9 Optimal Transport: Theory, Computations, Statistics, and ML Applications
- DS-télécom-13 (DATA919) Computer vision
- MODS201 Microeconomics and Industrial Organization
- ESP-A1 Espagnol général niveau A1
- MODS213 Incuber et accompagner un projet entrepreneurial innovant
- X-INF562 Computational Geometry
- FLES-B1/B2.1 Français général niveau B1/B2.1
- TPT-DATAAI967 Data Science in Practice
- DROIT-TECH Droit des technologies de l'information et de la communication
