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Data and Decision Sciences🔗

The Data and Decision Sciences program is a Master-level specialization in Data Science, modern Artificial Intelligence and Decision Support at ISAE-SUPAERO.

Syllabus🔗

The program is composed of 240h of classes, shared between the following modules:

  • Algorithms in Machine Learning (FSD311, AML)
    110 hours on supervised, unsupervised, deep, and reinforcement learning

  • Data Engineering (FSD312, DE)
    70 hours on data storage, computation, and distribution

  • Applied Data Science (FSD313, ADS)
    60 hours on data privacy and ethics, the digital economy, and applications of data science

  • Seminars (FSD319)
    Seminars from professional experts, training sessions, and challenges

This program is complemented by a 6 months internship in data science.

Algorithms in Machine Learning (FSD311, AML)🔗

Data Engineering (FSD312, DE)🔗

Class website

  • Database Management Systems
  • Cloud computing and virtualization
  • GPGPU computing
  • Distributed computing with Kubernetes and Dask

Applied Data Science (FSD313, ADS)🔗

Class website

  • Data security and privacy
  • Ethics and AI
  • Business models in the digital economy
  • A hackathon on data science problems
  • In-depth modules on computer vision, business intelligence, and reinforcement learning

Seminars (FSD319)🔗

Class website

Seminars given throughout the year on data science topics by academics and professional experts, challenges like Kaggle competitions, and more.