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The theme Artificial Intelligence and Data-Science is composed of the following courses :

UE# of credits
1. Advanced Machine Learning: Applications to Vision, Audio and Text (MoSIG->MSIAM)6 ECTS
2. Natural Language Processing and Information Retrieval (MoSIG->MSIAM)6 ECTS
3. Mathematical Foundations of Machine Learning (MoSIG->MSIAM)6 ECTS
5. From Basic Machine Learning models to Advanced Kernel Learning (MSIAM->MoSIG)6 ECTS
6. GPU computing (MSIAM->MoSIG)6 ECTS
7. Statistical learning: from parametric to nonparametric models (MSIAM->MoSIG)6 ECTS
8. Fundamentals of Data Processing and Distributed Knowledge6 ECTS
9. Knowledge Representation and Reasoning6 ECTS
10. Large scale Data-Management and Distributed systems6 ECTS
11. Scientific Methodology and Experimental Evaluation6 ECTS
12. Multi-agent systems3 ECTS
13. Information Visualization3 ECTS

Courses 1.,2.,3. and 4. will be in common with Master of Science in Industrial and Applied Mathematics. Courses 12. & 13. should be taken jointly.

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Page last modified on September 16, 2022, at 02:34 AM