Instructors: Bastien Chopard +3 more

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Skills you'll gain

  •   Artificial Intelligence and Machine Learning (AI/ML)
  •   Computational Thinking
  •   Python Programming
  •   Simulations
  •   Algorithms
  •   Numerical Analysis
  •   Visualization (Computer Graphics)
  •   Probability
  •   Mechanics
  •   Differential Equations
  •   Mathematical Modeling
  • There are 8 modules in this course

    The assignments of this course will be made as practical as possible in order to allow you to actually create from scratch short programs that will solve simple problems. Although programming will be used extensively in this course we do not require any advanced programming experience in order to complete it.

    Introduction to programming with Python 3

    Dynamical systems and numerical integration

    Cellular Automata

    Lattice Boltzmann modeling of fluid flow

    Particles and point-like objects

    Introduction to Discrete Events Simulation

    Agent based models

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