EduXchange.EU

Near-term quantum computing applications

02NISQ
Computer Science and ICT, Data, AI

About this course

The goal of the course is to provide a baseline knowledge and skills for implementing applications of presently available quantum computers. The course includes an overview of basic concepts and fundamental algorithms, and focusses on algorithms suitable for so called NISQ – noisy intermediate-scale quantum computers. All class materials are provided on an on-line learning platform, containing interactive tutorials, video recordings, exercises and assessment. The course is suitable for bachelor and master’s students from all years and familiarity with quantum mechanics or quantum information is recommended, however, not a necessary requirement. The classes are held entirely online to get the most out of the learning material and make it internationally accessible. Python quantum SDK’s will be used during the course. Use of own computers is required.

The course is provided in cooperation with the University of Latvia, QURECA, QWorld and the European Insitute of Technology. To complete the course, students are required to complete the modules hosted on the e-learning platform and submit a final capstone project.

Learning outcomes

Credit for completing weekly tasks.

Course requirements

Knowledge of linear algebra and fundamentals of quantum mechanics.

Resources

  • Key references:
  • [1] Link to e-learning platform available from https://people.fjfi.cvut.cz/gabriaur/02NISQ
  • Recommended references:
  • [2] Learn Quantum Computation using Qiskit: https://qiskit.org/textbook
  • [3] Cirq: An open source framework for programming quantum computers https://quantumai.google/cirq
  • [4] PennyLane Documentation: https://docs.pennylane.ai/

Activities

Lectures, group work, self-study, exercises

Additional information

  • Credits
    ECTS 3
  • Contact hours per week
    2
  • Instructors
    Gábris Aurél Gábor Ph.D., doc. Ing. Štefaňák Martin Ph.D.
  • Mode of instruction
    Online - time-independent
If anything remains unclear, please check the FAQ of CTU (Czech Republic).

Offering(s)

  • Start date

    17 February 2025

    • Ends
      21 September 2025
    • Term *
      Summer 2024/2025
    • Instruction language
      English
    Enrolment period closed
These offerings are valid for students of EPFL (Switzerland)