Program outline

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1st period : Foundations

  • Foundations of Machine Learning

  • Foundations of Artificial intelligence

  • Foundations of Decision modeling

  • Foundations of Optimization

  • Foundations of Deep Learning

  • Foundations of Big Data & AI Programming Languages & Platforms

 

2nd period : Electives

Theoretical AI: At least 3 electives to choose 

  • Reinforcement learning

  • Excellence in Game Theory

  • Inference and learning of Graphical Models

  • Multi-agent Systems

  • Advanced Statistics

  • Advanced Deep Learning

 

Applied AI  : At least 3 electives to choose

  • Visual computing

  • Natural language processin

  • Networks science analytics

  • Information retrieval and extraction

  • Medical Imaging

 

3rd period: Internship & Report (4 to 6 months)