Quantum Computer Systems Design II: Principles of Quantum Architecture from edX

This quantum computing course explores the basic design principles of today's quantum computer systems. In this course, students will learn to work with the IBM Qiskit software tools to write simple programs in Python and execute them on cloud-accessible quantum hardware. Topics covered in this course include:

Introduction to systems research in quantum computing
Fundamental rules in quantum computing, Bloch Sphere, Feynman Path Sum
Sequential and parallel execution of quantum gates, EPR pair, no-cloning theorem, quantum teleportation
Medium-size algorithms for NISQ (near-term intermediate scale quantum) computers
Quantum processor microarchitecture: classical and quantum control
Quantum program compilation and qubit memory management

Keywords: quantum computing, computer science, linear algebra, compiler, circuit optimization, python, qiskit, quantum algorithms, quantum technology, superposition, entanglement, qubit technology, superconducting qubit, transmon qubit, ion-trap qubit, photonic qubit, real quantum computers

What you'll learn

Understand design principles of full-stack quantum software design
Understand several examples of quantum system inefficiencies
Learn how to apply several classical software techniques to improve quantum hardware reliability and performance
Learn examples of how classical software techniques can be applied to make quantum systems more reliable and efficient
Learn how to think about the overall design of a quantum system and how the software and hardware work together
Develop unique skills to be more competitive in seeking a position in quantum software development

What's inside

Learning objectives

Understand design principles of full-stack quantum software design
Understand several examples of quantum system inefficiencies
Learn how to apply several classical software techniques to improve quantum hardware reliability and performance

Learn examples of how classical software techniques can be applied to make quantum systems more reliable and efficient
Learn how to think about the overall design of a quantum system and how the software and hardware work together
Develop unique skills to be more competitive in seeking a position in quantum software development

Understand design principles of full-stack quantum software design
Understand several examples of quantum system inefficiencies
Learn how to apply several classical software techniques to improve quantum hardware reliability and performance
Learn examples of how classical software techniques can be applied to make quantum systems more reliable and efficient
Learn how to think about the overall design of a quantum system and how the software and hardware work together
Develop unique skills to be more competitive in seeking a position in quantum software development

Syllabus

Textbooks

(Required) Quantum Computer Systems (QCS). Ding and Chong. (

)

(Open) Learn Quantum Computation using Qiskit. IBM Qiskit. (

(Optional) Quantum Computation and Quantum Information (QCQI). Nielsen and Chuang. (

Schedule

Module 1 (Intro to Quantum Computation and Programming)

Lec 00 - Quantum Computing Systems – Current State-of-Play

Lec 01 - From bits to qubits

Lec 02 - QASM and logic gate decomposition

Lec 03 - Basic quantum programs

Module 2 (Principles of Quantum Architecture)

Lec 04 - Program compilation and synthesis

Lec 05 - Program compilation and synthesis II

Lec 06 - Gate scheduling and parallelism

Lec 07 - Qubit mapping and memory management

Module 3 (Working with Noisy Systems)

Lec 08 - NISQ algorithms

Lec 19 - Noisy quantum systems

Lec 10 - Noise-aware quantum compiling

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Learners develop skills in designing full-stack quantum software

Learners apply classical software techniques to improve quantum hardware reliability and performance

The course is suitable for learners with an interest in quantum computing, computer science, quantum algorithms, and quantum technology

Learners engage with the IBM Qiskit software tools to write quantum programs in Python

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Quantum Computer Systems Design II: Principles of Quantum Architecture with these activities:

Connect with Quantum Computing Experts

Show steps

Seek guidance and support from experienced quantum computing professionals to enhance your learning.

Browse courses on Networking

Show steps

Attend industry events and conferences.
Reach out to researchers and practitioners in the field.
Join online communities and forums.

Review Quantum Mechanics

Show steps

Review the fundamentals of quantum mechanics to strengthen your understanding of the core concepts covered in this course.

Browse courses on Quantum Mechanics

Show steps

Revisit textbooks and lecture notes from previous quantum mechanics courses.
Attend online webinars and tutorials on quantum mechanics concepts.
Solve practice problems and exercises to test your understanding.

Explore Qiskit Tutorials

Show steps

Familiarize yourself with Qiskit, an open-source software framework for quantum computing, by following guided tutorials.

Browse courses on Qiskit

Show steps

Visit the Qiskit website and access their tutorials section.
Choose tutorials that align with the topics covered in the course.
Follow the tutorials step-by-step and experiment with the code examples.

Four other activities

Expand to see all activities and additional details

Show all seven activities

Participate in Quantum Computing Workshops

Show steps

Supplement your theoretical knowledge with hands-on experience by attending quantum computing workshops.

Browse courses on Hands-on Experience

Show steps

Search for upcoming workshops offered by universities, research labs, or industry organizations.
Select workshops that align with your interests and skill level.
Attend the workshops and actively participate in discussions and exercises.

Solve Quantum Circuit Design Problems

Show steps

Sharpen your problem-solving skills by practicing the design and analysis of quantum circuits.

Browse courses on Quantum Algorithms

Show steps

Find online platforms or textbooks with quantum circuit design exercises.
Select problems that challenge your understanding of quantum gates and operations.
Attempt to solve the problems on your own, referring to course materials for guidance.
Compare your solutions with provided answers or discuss them with classmates.

Read 'Quantum Computation and Quantum Information'

Show steps

Gain a comprehensive understanding of the fundamental principles of quantum computing and quantum information theory.

View QUANTUM COMPUTATION+QUANTUM INFORMA on Amazon

Show steps

Acquire a copy of the book.
Allocate dedicated time for reading and studying the material.
Take notes and highlight important concepts.
Discuss the book's content with classmates or a study group.

Write a Technical Report on Quantum Error Correction

Show steps

Synthesize your knowledge by creating a comprehensive report exploring the techniques and challenges of quantum error correction.

Browse courses on Quantum Error Correction

Show steps

Research different quantum error correction methods.
Analyze their advantages and limitations.
Discuss the current state and future prospects of quantum error correction.
Write a well-structured and detailed technical report.

Career center

Learners who complete Quantum Computer Systems Design II: Principles of Quantum Architecture will develop knowledge and skills that may be useful to these careers:

Quantum Systems Analyst

A Quantum Systems Analyst analyzes and optimizes quantum computing systems. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Systems Analyst

Quantum Software Developer

A Quantum Software Developer develops and maintains software for quantum computing systems. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Software Developer

Quantum Algorithm Developer

A Quantum Algorithm Developer develops and analyzes quantum algorithms. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Algorithm Developer

Quantum Computing Teacher

A Quantum Computing Teacher teaches about quantum computing. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Computing Teacher

Quantum Computing Writer

A Quantum Computing Writer writes about quantum computing. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Computing Writer

Quantum Hardware Developer

A Quantum Hardware Developer designs and builds quantum computing hardware. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Hardware Developer

Quantum Computing Researcher

A Quantum Computing Researcher conducts research on quantum computing. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Computing Researcher

Quantum Computing Consultant

A Quantum Computing Consultant provides advice on quantum computing. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Computing Consultant

Quantum Computing Engineer

A Quantum Computing Engineer designs, builds, and maintains quantum computing systems. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Computing Engineer

Quantum Architect

A Quantum Architect designs and builds quantum computing systems. This course can help you develop the skills you need to be successful in this role by providing you with a strong foundation in the principles of quantum computing, including quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Quantum Architect

Computer Scientist

A Computer Scientist researches and develops new computer technologies. This course may be useful for Computer Scientists who want to learn about the principles of quantum computing. The course will provide you with a strong foundation in quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Computer Scientist

Mathematician

A Mathematician studies mathematics. This course may be useful for Mathematicians who want to learn about the principles of quantum computing. The course will provide you with a strong foundation in quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Mathematician

Electrical Engineer

An Electrical Engineer designs, develops, and maintains electrical systems. This course may be useful for Electrical Engineers who want to learn about the principles of quantum computing. The course will provide you with a strong foundation in quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Electrical Engineer

Physicist

A Physicist studies the laws of nature. This course may be useful for Physicists who want to learn about the principles of quantum computing. The course will provide you with a strong foundation in quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Physicist

Software Engineer

A Software Engineer designs, develops, and maintains software systems. This course may be useful for Software Engineers who want to learn about the principles of quantum computing. The course will provide you with a strong foundation in quantum mechanics, quantum information theory, and quantum algorithms. You will also learn about the different types of quantum computing hardware and software, and how to use them to develop and run quantum computing applications.

See salaries and explore the career path for Software Engineer