Computer Science / Quantum Computing

Quantum Computer Systems Design I: Intro to Quantum Computation and Programming

بواسطة: edX

Overview

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

Syllabus

Textbooks

  • (Required) Quantum Computer Systems (QCS). Ding and Chong. (Link)
  • (Open) Learn Quantum Computation using Qiskit. IBM Qiskit. (Link)
  • (Optional) Quantum Computation and Quantum Information (QCQI). Nielsen and Chuang. (Link)

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

Taught by

Fred Chong, Jonathan Baker, Yongshan Ding and Casey Duckering

Computer Science / Quantum Computing
Quantum Computer Systems Design I: Intro to Quantum Computation and Programming
الذهاب الي الدورة

Quantum Computer Systems Design I: Intro to Quantum Computation and Programming

بواسطة: edX

  • edX
  • مجانية
  • الإنجليزية
  • متاح شهادة
  • أيام محددة
  • advanced
  • English
MessagesTimelineExceptionsViews14RouteQueries7Models6GateSessionRequest
8.1.2PHP Version232msRequest Duration2MBMemory UsageGET ar/الدورات/{slug}Route
    • Booting (145ms)
    • Application (87.31ms)
    • 1 x Booting (62.2%)
      144.60ms
      1 x Application (37.55%)
      87.31ms
      14 templates were rendered
      • public.courses.show (resources/views/public/courses/show.blade.php)3bladefile
        Params
        0
        course
        1
        links
        2
        config
      • public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        classes
      • public.courses.partials.details (resources/views/public/courses/partials/details.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        classes
      • public.layouts.main (resources/views/public/layouts/main.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.layouts.partials.meta (resources/views/public/layouts/partials/meta.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.layouts.partials.navbar (resources/views/public/layouts/partials/navbar.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.auth.profile.partials.links (resources/views/public/auth/profile/partials/links.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.layouts.partials.flash-session (resources/views/public/layouts/partials/flash-session.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      uri
      GET ar/الدورات/{slug}
      middleware
      web, localize:ar
      controller
      App\Http\Controllers\CourseController@show
      as
      ar.courses.show
      namespace
      prefix
      /ar
      where
      file
      app/Http/Controllers/CourseController.php:17-35
      7 statements were executed4.64ms
      corspedia
      • select * from `courses` where `slug_ar` = 'quantum-computer-systems-design-i:-intro-to-quantum-computation-and-programming' limit 1
        3.29ms/app/Http/Controllers/CourseController.php:20corspedia
        Metadata
        Bindings
        • 0. quantum-computer-systems-design-i:-intro-to-quantum-computation-and-programming
        Backtrace
        • 17. /app/Http/Controllers/CourseController.php:20
        • 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • update `courses` set `visitors` = `visitors` + 1, `courses`.`updated_at` = '2025-04-12 22:22:29' where `id` = 793
        420μs/app/Http/Controllers/CourseController.php:21corspedia
        Metadata
        Bindings
        • 0. 2025-04-12 22:22:29
        • 1. 793
        Backtrace
        • 17. /app/Http/Controllers/CourseController.php:21
        • 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select `id`, `name_en`, `name_ar`, `topic_id`, `slug_en`, `slug_ar` from `subjects` where `subjects`.`id` in (55)
        180μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select `id`, `name_en`, `name_ar`, `slug_en`, `slug_ar` from `topics` where `topics`.`id` in (1)
        160μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 25. /app/Http/Controllers/CourseController.php:23
        • 26. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 27. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 28. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 29. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `institutions` where `institutions`.`id` in (58) and `institutions`.`deleted_at` is null
        190μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `providers` where `providers`.`id` in (1) and `providers`.`deleted_at` is null
        150μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `html_files` where `html_files`.`id` = 787 limit 1
        250μs/app/Models/Course.php:84corspedia
        Metadata
        Bindings
        • 0. 787
        Backtrace
        • 21. /app/Models/Course.php:84
        • 28. view::public.courses.show:29
        • 30. /vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:125
        • 31. /vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 32. /vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:72
      App\Models\HtmlFile
      1
      App\Models\Provider
      1
      App\Models\Institution
      1
      App\Models\Topic
      1
      App\Models\Subject
      1
      App\Models\Course
      1
        _token
        S57AS4xJWvZ104nljhWLoxx5V72xJk434SsuoGSm
        locale
        ar
        _previous
        array:1 [ "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/quantu...
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/quantum-computer-systems-design-i:-intro-to-quantum-computation-and-programming
        status_code
        200
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        request_request
        []
        request_headers
          0 of 0   
        array:24 [▼
  "sec-ch-ua-mobile" => array:1 [▶
    0 => "?0"
  ]
  "sec-ch-ua" => array:1 [▶
    0 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129""
  ]
  "cache-control" => array:1 [▶
    0 => "no-cache"
  ]
  "pragma" => array:1 [▶
    0 => "no-cache"
  ]
  "upgrade-insecure-requests" => array:1 [▶
    0 => "1"
  ]
  "priority" => array:1 [▶
    0 => "u=0, i"
  ]
  "user-agent" => array:1 [▶
    0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
  ]
  "cf-ipcountry" => array:1 [▶
    0 => "US"
  ]
  "cf-connecting-ip" => array:1 [▶
    0 => "3.135.222.93"
  ]
  "accept" => array:1 [▶
    0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
  ]
  "sec-fetch-site" => array:1 [▶
    0 => "none"
  ]
  "cf-visitor" => array:1 [▶
    0 => "{"scheme":"https"}"
  ]
  "sec-fetch-mode" => array:1 [▶
    0 => "navigate"
  ]
  "sec-fetch-user" => array:1 [▶
    0 => "?1"
  ]
  "x-forwarded-proto" => array:1 [▶
    0 => "https"
  ]
  "cdn-loop" => array:1 [▶
    0 => "cloudflare; loops=1"
  ]
  "accept-encoding" => array:1 [▶
    0 => "gzip, br"
  ]
  "sec-fetch-dest" => array:1 [▶
    0 => "document"
  ]
  "sec-ch-ua-platform" => array:1 [▶
    0 => ""Windows""
  ]
  "x-forwarded-for" => array:1 [▶
    0 => "3.135.222.93"
  ]
  "cf-ray" => array:1 [▶
    0 => "92f61f653bfb11fb-ORD"
  ]
  "host" => array:1 [▶
    0 => "www.corspedia.com"
  ]
  "content-length" => array:1 [▶
    0 => ""
  ]
  "content-type" => array:1 [▶
    0 => ""
  ]
]
        request_server
          0 of 0   
        array:50 [▼
  "USER" => "www-data"
  "HOME" => "/var/www"
  "HTTP_SEC_CH_UA_MOBILE" => "?0"
  "HTTP_SEC_CH_UA" => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129""
  "HTTP_CACHE_CONTROL" => "no-cache"
  "HTTP_PRAGMA" => "no-cache"
  "HTTP_UPGRADE_INSECURE_REQUESTS" => "1"
  "HTTP_PRIORITY" => "u=0, i"
  "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
  "HTTP_CF_IPCOUNTRY" => "US"
  "HTTP_CF_CONNECTING_IP" => "3.135.222.93"
  "HTTP_ACCEPT" => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
  "HTTP_SEC_FETCH_SITE" => "none"
  "HTTP_CF_VISITOR" => "{"scheme":"https"}"
  "HTTP_SEC_FETCH_MODE" => "navigate"
  "HTTP_SEC_FETCH_USER" => "?1"
  "HTTP_X_FORWARDED_PROTO" => "https"
  "HTTP_CDN_LOOP" => "cloudflare; loops=1"
  "HTTP_ACCEPT_ENCODING" => "gzip, br"
  "HTTP_SEC_FETCH_DEST" => "document"
  "HTTP_SEC_CH_UA_PLATFORM" => ""Windows""
  "HTTP_X_FORWARDED_FOR" => "3.135.222.93"
  "HTTP_CF_RAY" => "92f61f653bfb11fb-ORD"
  "HTTP_HOST" => "www.corspedia.com"
  "REDIRECT_STATUS" => "200"
  "SERVER_NAME" => "corspedia.com"
  "SERVER_PORT" => "443"
  "SERVER_ADDR" => "141.95.147.152"
  "REMOTE_USER" => ""
  "REMOTE_PORT" => "38464"
  "REMOTE_ADDR" => "172.69.17.93"
  "SERVER_SOFTWARE" => "nginx/1.18.0"
  "GATEWAY_INTERFACE" => "CGI/1.1"
  "HTTPS" => "on"
  "REQUEST_SCHEME" => "https"
  "SERVER_PROTOCOL" => "HTTP/2.0"
  "DOCUMENT_ROOT" => "/var/www/corspedia/public"
  "DOCUMENT_URI" => "/index.php"
  "REQUEST_URI" => "/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/quantum-computer-systems-design-i:-intro-to-quantum-computation-and-programming"
  "SCRIPT_NAME" => "/index.php"
  "CONTENT_LENGTH" => ""
  "CONTENT_TYPE" => ""
  "REQUEST_METHOD" => "GET"
  "QUERY_STRING" => ""
  "SCRIPT_FILENAME" => "/var/www/corspedia/public/index.php"
  "PATH_INFO" => ""
  "FCGI_ROLE" => "RESPONDER"
  "PHP_SELF" => "/index.php"
  "REQUEST_TIME_FLOAT" => 1744496548.9472
  "REQUEST_TIME" => 1744496548
]
        request_cookies
        []
        response_headers
          0 of 0   
        array:5 [▼
  "content-type" => array:1 [▶
    0 => "text/html; charset=UTF-8"
  ]
  "cache-control" => array:1 [▶
    0 => "no-cache, private"
  ]
  "date" => array:1 [▶
    0 => "Sat, 12 Apr 2025 22:22:29 GMT"
  ]
  "set-cookie" => array:2 [▶
    0 => "XSRF-TOKEN=eyJpdiI6ImpSaXlhK3hCZzc4WWh0Ti9pNndLRVE9PSIsInZhbHVlIjoiL0lvY3AxZnMzQWsvSDVFTkZIL0lrVXFnY2tYcmJENHhVcmV0RVZwN3pBMEJobTlQTlJOS0NzMVZQemJHVm5HdmI5c2Z6S01GY3VCdFYvVUNNTVh5Zm9lRG40K0FHdWtMZlArMVgzM21ESDl3a2RuQnBNRlhrRURNcjBaSEhuR1AiLCJtYWMiOiI2OThlMWEwZDJiMWM3Y2Q1NGNkMzE4NGNlYTA4YjIzM2UzNGE5NTU0MTExMDgwOTNiZWQ3M2YzYmQzYWQ2MTcyIiwidGFnIjoiIn0%3D; expires=Sun, 13 Apr 2025 00:22:29 GMT; Max-Age=7200; path=/; samesite=lax ◀XSRF-TOKEN=eyJpdiI6ImpSaXlhK3hCZzc4WWh0Ti9pNndLRVE9PSIsInZhbHVlIjoiL0lvY3AxZnMzQWsvSDVFTkZIL0lrVXFnY2tYcmJENHhVcmV0RVZwN3pBMEJobTlQTlJOS0NzMVZQemJHVm5HdmI5c2Z6S ▶"
    1 => "laravel_session=eyJpdiI6IjVVZlpVT0RLZlhZNEpBclliTXUvRmc9PSIsInZhbHVlIjoidFh1Z1U5OGhIY1QvU084RnFlNUxVb0E1Ti9rZ1ZTU05OT0RoVHNKaTYwQmNaNjZLVDl2UHJKWUhlSWcwOXRlN0VuZ0VJNUhLVXp0ZGJEbEFuNFFoNFB2RkRkQXdmeDltUGhpeE5VcHg4MVVXblVadFA2MEpJc0taRTFjcXp4QVciLCJtYWMiOiI5YTUzODhlOWVkNTRiYjJkZTlhMGFhNTk4MWZkNGUzOTc3NjE0OWFlZmRjYjk5ZjdkMmE0NDExYzI5MmUwOWFhIiwidGFnIjoiIn0%3D; expires=Sun, 13 Apr 2025 00:22:29 GMT; Max-Age=7200; path=/; httponly; samesite=lax ◀laravel_session=eyJpdiI6IjVVZlpVT0RLZlhZNEpBclliTXUvRmc9PSIsInZhbHVlIjoidFh1Z1U5OGhIY1QvU084RnFlNUxVb0E1Ti9rZ1ZTU05OT0RoVHNKaTYwQmNaNjZLVDl2UHJKWUhlSWcwOXRlN0Vu ▶"
  ]
  "Set-Cookie" => array:2 [▶
    0 => "XSRF-TOKEN=eyJpdiI6ImpSaXlhK3hCZzc4WWh0Ti9pNndLRVE9PSIsInZhbHVlIjoiL0lvY3AxZnMzQWsvSDVFTkZIL0lrVXFnY2tYcmJENHhVcmV0RVZwN3pBMEJobTlQTlJOS0NzMVZQemJHVm5HdmI5c2Z6S01GY3VCdFYvVUNNTVh5Zm9lRG40K0FHdWtMZlArMVgzM21ESDl3a2RuQnBNRlhrRURNcjBaSEhuR1AiLCJtYWMiOiI2OThlMWEwZDJiMWM3Y2Q1NGNkMzE4NGNlYTA4YjIzM2UzNGE5NTU0MTExMDgwOTNiZWQ3M2YzYmQzYWQ2MTcyIiwidGFnIjoiIn0%3D; expires=Sun, 13-Apr-2025 00:22:29 GMT; path=/ ◀XSRF-TOKEN=eyJpdiI6ImpSaXlhK3hCZzc4WWh0Ti9pNndLRVE9PSIsInZhbHVlIjoiL0lvY3AxZnMzQWsvSDVFTkZIL0lrVXFnY2tYcmJENHhVcmV0RVZwN3pBMEJobTlQTlJOS0NzMVZQemJHVm5HdmI5c2Z6S ▶"
    1 => "laravel_session=eyJpdiI6IjVVZlpVT0RLZlhZNEpBclliTXUvRmc9PSIsInZhbHVlIjoidFh1Z1U5OGhIY1QvU084RnFlNUxVb0E1Ti9rZ1ZTU05OT0RoVHNKaTYwQmNaNjZLVDl2UHJKWUhlSWcwOXRlN0VuZ0VJNUhLVXp0ZGJEbEFuNFFoNFB2RkRkQXdmeDltUGhpeE5VcHg4MVVXblVadFA2MEpJc0taRTFjcXp4QVciLCJtYWMiOiI5YTUzODhlOWVkNTRiYjJkZTlhMGFhNTk4MWZkNGUzOTc3NjE0OWFlZmRjYjk5ZjdkMmE0NDExYzI5MmUwOWFhIiwidGFnIjoiIn0%3D; expires=Sun, 13-Apr-2025 00:22:29 GMT; path=/; httponly ◀laravel_session=eyJpdiI6IjVVZlpVT0RLZlhZNEpBclliTXUvRmc9PSIsInZhbHVlIjoidFh1Z1U5OGhIY1QvU084RnFlNUxVb0E1Ti9rZ1ZTU05OT0RoVHNKaTYwQmNaNjZLVDl2UHJKWUhlSWcwOXRlN0Vu ▶"
  ]
]
        session_attributes
          0 of 0   
        array:5 [▼
  "_token" => "S57AS4xJWvZ104nljhWLoxx5V72xJk434SsuoGSm"
  "locale" => "ar"
  "_previous" => array:1 [▶
    "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/quantum-computer-systems-design-i:-intro-to-quantum-computation-and-programming"
  ]
  "_flash" => array:2 [▶
    "old" => []
    "new" => []
  ]
  "PHPDEBUGBAR_STACK_DATA" => []
]